From ec91017d36b34e8ed08bf9da093e942858b184f9 Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 12:28:02 +0300 Subject: [PATCH 01/24] Fetch test data from s3 instead of using git-lfs --- .circleci/config.yml | 7 + tests/flow/test_data/Pads.bin | Bin 32 -> 0 bytes tests/flow/test_data/__init__.py | 0 tests/flow/test_data/batchdim_mismatch.onnx | 3 - tests/flow/test_data/batchdim_mismatch.pt | 3 - tests/flow/test_data/bert-base-cased.onnx | 3 - tests/flow/test_data/creditcard_10K.csv | 10001 ---------------- tests/flow/test_data/creditcardfraud.pb | 3 - tests/flow/test_data/frozen_bad_model.pb | 3 - tests/flow/test_data/graph.pb | 3 - tests/flow/test_data/graph_v2.pb | 3 - tests/flow/test_data/identity_string.onnx | 3 - tests/flow/test_data/identity_string.pb | 3 - tests/flow/test_data/imagenet/__init__.py | 0 tests/flow/test_data/imagenet/cat.jpg | 3 - .../imagenet/data_processing_script.txt | 17 - .../imagenet/data_processing_script_old.txt | 12 - tests/flow/test_data/imagenet/dog.jpg | 3 - .../imagenet/imagenet_class_index.json | 1 - .../flow/test_data/imagenet/model_checker.py | 32 - tests/flow/test_data/imagenet/model_saver.py | 15 - tests/flow/test_data/imagenet/resnet50.pb | 3 - .../flow/test_data/imagenet_class_index.json | 1 - tests/flow/test_data/inception-v2-9.onnx | 3 - tests/flow/test_data/linear_iris.onnx | 3 - ..._100_224_classification_5_default_1.tflite | 3 - tests/flow/test_data/logreg_iris.onnx | 3 - tests/flow/test_data/mnist.onnx | 3 - tests/flow/test_data/mnist_batched.onnx | 3 - tests/flow/test_data/mnist_model_quant.tflite | 3 - tests/flow/test_data/mobilenet/__init__.py | 0 .../mobilenet_v1_100_224_cpu_NxHxWxC.pb | 3 - .../mobilenet_v1_100_224_gpu_NxHxWxC.pb | 3 - ...bilenet_v1_100_224_gpu_NxHxWxC_fp16_trt.pb | 3 - .../mobilenet/mobilenet_v2_1.4_224_frozen.pb | 3 - tests/flow/test_data/mobilenet/model_saver.py | 49 - .../test_data/mobilenet_v2_1.4_224_frozen.pb | 3 - .../model_with_external_initializers.onnx | 3 - .../test_data/model_with_infinite_loop.onnx | 3 - tests/flow/test_data/mul_1.onnx | 3 - tests/flow/test_data/old_script.txt | 5 - tests/flow/test_data/one.png | Bin 288 -> 0 bytes tests/flow/test_data/one.raw | 3 - tests/flow/test_data/onnx_batch.py | 38 - .../flow/test_data/onnx_batchdim_mismatch.py | 17 - tests/flow/test_data/onnx_string_identity.py | 18 - tests/flow/test_data/panda-224x224.jpg | 3 - tests/flow/test_data/panda.jpg | 3 - tests/flow/test_data/pt-minimal-bb.pt | 3 - tests/flow/test_data/pt-minimal.pt | 3 - tests/flow/test_data/pt_minimal.py | 15 - tests/flow/test_data/pt_minimal_bb.py | 15 - tests/flow/test_data/rdb_test_prep_script.py | 61 - tests/flow/test_data/redis_scripts.py | 112 - tests/flow/test_data/script.txt | 14 - tests/flow/test_data/script_bad.txt | 9 - tests/flow/test_data/tf-minimal.py | 17 - tests/flow/test_data/tf2-minimal.py | 32 - tests/flow/test_data/tf_string_identity.py | 10 - tests/flow/tests_setup/tests.sh | 21 +- 60 files changed, 19 insertions(+), 10596 deletions(-) delete mode 100644 tests/flow/test_data/Pads.bin delete mode 100644 tests/flow/test_data/__init__.py delete mode 100644 tests/flow/test_data/batchdim_mismatch.onnx delete mode 100644 tests/flow/test_data/batchdim_mismatch.pt delete mode 100644 tests/flow/test_data/bert-base-cased.onnx delete mode 100644 tests/flow/test_data/creditcard_10K.csv delete mode 100644 tests/flow/test_data/creditcardfraud.pb delete mode 100644 tests/flow/test_data/frozen_bad_model.pb delete mode 100644 tests/flow/test_data/graph.pb delete mode 100644 tests/flow/test_data/graph_v2.pb delete mode 100644 tests/flow/test_data/identity_string.onnx delete mode 100644 tests/flow/test_data/identity_string.pb delete mode 100644 tests/flow/test_data/imagenet/__init__.py delete mode 100644 tests/flow/test_data/imagenet/cat.jpg delete mode 100644 tests/flow/test_data/imagenet/data_processing_script.txt delete mode 100644 tests/flow/test_data/imagenet/data_processing_script_old.txt delete mode 100644 tests/flow/test_data/imagenet/dog.jpg delete mode 100644 tests/flow/test_data/imagenet/imagenet_class_index.json delete mode 100644 tests/flow/test_data/imagenet/model_checker.py delete mode 100644 tests/flow/test_data/imagenet/model_saver.py delete mode 100644 tests/flow/test_data/imagenet/resnet50.pb delete mode 100644 tests/flow/test_data/imagenet_class_index.json delete mode 100644 tests/flow/test_data/inception-v2-9.onnx delete mode 100644 tests/flow/test_data/linear_iris.onnx delete mode 100644 tests/flow/test_data/lite-model_imagenet_mobilenet_v3_small_100_224_classification_5_default_1.tflite delete mode 100644 tests/flow/test_data/logreg_iris.onnx delete mode 100644 tests/flow/test_data/mnist.onnx delete mode 100644 tests/flow/test_data/mnist_batched.onnx delete mode 100644 tests/flow/test_data/mnist_model_quant.tflite delete mode 100644 tests/flow/test_data/mobilenet/__init__.py delete mode 100644 tests/flow/test_data/mobilenet/mobilenet_v1_100_224_cpu_NxHxWxC.pb delete mode 100644 tests/flow/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC.pb delete mode 100644 tests/flow/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC_fp16_trt.pb delete mode 100644 tests/flow/test_data/mobilenet/mobilenet_v2_1.4_224_frozen.pb delete mode 100644 tests/flow/test_data/mobilenet/model_saver.py delete mode 100644 tests/flow/test_data/mobilenet_v2_1.4_224_frozen.pb delete mode 100644 tests/flow/test_data/model_with_external_initializers.onnx delete mode 100644 tests/flow/test_data/model_with_infinite_loop.onnx delete mode 100644 tests/flow/test_data/mul_1.onnx delete mode 100644 tests/flow/test_data/old_script.txt delete mode 100644 tests/flow/test_data/one.png delete mode 100644 tests/flow/test_data/one.raw delete mode 100644 tests/flow/test_data/onnx_batch.py delete mode 100644 tests/flow/test_data/onnx_batchdim_mismatch.py delete mode 100644 tests/flow/test_data/onnx_string_identity.py delete mode 100755 tests/flow/test_data/panda-224x224.jpg delete mode 100644 tests/flow/test_data/panda.jpg delete mode 100644 tests/flow/test_data/pt-minimal-bb.pt delete mode 100644 tests/flow/test_data/pt-minimal.pt delete mode 100644 tests/flow/test_data/pt_minimal.py delete mode 100644 tests/flow/test_data/pt_minimal_bb.py delete mode 100644 tests/flow/test_data/rdb_test_prep_script.py delete mode 100644 tests/flow/test_data/redis_scripts.py delete mode 100644 tests/flow/test_data/script.txt delete mode 100644 tests/flow/test_data/script_bad.txt delete mode 100644 tests/flow/test_data/tf-minimal.py delete mode 100644 tests/flow/test_data/tf2-minimal.py delete mode 100644 tests/flow/test_data/tf_string_identity.py diff --git a/.circleci/config.yml b/.circleci/config.yml index 047d73be9..b214be41c 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -127,6 +127,9 @@ commands: keys: - v1.2.5-deps-{{ checksum "get_deps.sh" }}-cpu # If no exact match is found will get dependencies from source + - restore_cache: + keys: + - v1.2.5-tests_data - setup-build-system - run: name: Install dependencies @@ -137,6 +140,10 @@ commands: paths: - deps key: v1.2.5-deps-{{ checksum "get_deps.sh" }}-cpu + - save_cache: + paths: + - tests/flow/tests/test_data + key: v1.2.5-tests_data - run: name: Build command: make -C opt all SHOW=1 diff --git a/tests/flow/test_data/Pads.bin b/tests/flow/test_data/Pads.bin deleted file mode 100644 index d69e6beeff85daff64de4df5719686b136e278db..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 32 PcmZQzKn09YE{p~M05|{x diff --git a/tests/flow/test_data/__init__.py b/tests/flow/test_data/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/tests/flow/test_data/batchdim_mismatch.onnx b/tests/flow/test_data/batchdim_mismatch.onnx deleted file mode 100644 index 49a4d5be8..000000000 --- a/tests/flow/test_data/batchdim_mismatch.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7be546e4ea8636bd79c26e4ff06e28a70a4f8082f8b9c28fbcae6adb0e46e24d -size 143 diff --git a/tests/flow/test_data/batchdim_mismatch.pt b/tests/flow/test_data/batchdim_mismatch.pt deleted file mode 100644 index efe30d697..000000000 --- a/tests/flow/test_data/batchdim_mismatch.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d58ef7dc37681521fa8c8856f4c256b614b535efdc33e838836fee3bde9106da -size 1317 diff --git a/tests/flow/test_data/bert-base-cased.onnx b/tests/flow/test_data/bert-base-cased.onnx deleted file mode 100644 index 17c5e8182..000000000 --- a/tests/flow/test_data/bert-base-cased.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c8b29b06415e08f3d0de97e47ec94ccd6ce6ed52cef0cc1202bb13b3cdff4d45 -size 433311846 diff --git a/tests/flow/test_data/creditcard_10K.csv b/tests/flow/test_data/creditcard_10K.csv deleted file mode 100644 index 3336651bf..000000000 --- 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-1960,1.23595190834214,0.27664743523077,0.184002257094424,0.502914287150246,-0.175773282740351,-0.566223001183598,-0.0395585916937342,-0.021845071718039,-0.167663081402781,-0.106233180227887,1.29717760777462,0.685151447362936,-0.0459114824613951,-0.0618697708052562,0.444371404425171,0.782203318383474,-0.36138907349204,0.333365666528115,0.216449116784792,-0.0743183071706752,-0.260187507084031,-0.798057902702234,0.0790897200317876,-0.0436195103888044,0.22145226789648,0.0981122710512329,-0.0289576532604269,0.0168237882690765,1.98,"0" -1961,1.11960000757018,-0.0173790127439742,0.733075627396078,1.5365378985397,-0.643018876218623,-0.22320460741168,-0.250291609767875,0.138704980107488,0.755790837241231,-0.112901579929161,-0.646045592459862,-0.256991888694678,-1.91720705367433,0.252577927964475,-0.0385153311927357,-0.712976535496903,0.499112753735399,-0.736420938911235,-0.508079021432073,-0.308055563144349,-0.0296807086848885,0.110689647364684,-0.0328661019599941,0.386706432872045,0.562866340131994,-0.256866243911322,0.0430299574129019,0.0186862313791194,9.95,"0" -1964,-1.61806245426695,-0.283935799629392,2.44106532553721,0.329787035922769,0.22105459456756,-1.26227683212138,-0.08171749624383,0.0136957566920816,-0.219177232008386,-0.462442410193736,-0.17839268446302,-0.0695365992598049,-0.0799680226387245,-0.000464691595436294,1.23027812958668,0.349508313795474,-0.354979418094937,-0.0171674543904955,-0.17493821430248,0.148037133005435,0.0427660688515666,-0.162835401702933,0.0450238821690999,0.713325812244494,0.0728568681227593,0.214980400556266,-0.185213646951283,0.282433054434199,49.99,"0" -1965,-0.719145567700253,0.783812716696317,1.77589265625915,0.0790510827288955,0.343202620404799,-0.1149072017053,0.822625575911539,-0.171001328651776,0.0546624086035064,-0.214600329880026,-0.391389665572957,0.49999211822832,0.511961031599177,-0.538801259865887,-0.1997368833819,-0.835988751709105,0.186138306881135,-1.10014626832988,0.03419088895596,0.158722430773859,-0.187615243572913,-0.0844689500537825,-0.160515116596235,0.132860276935838,-0.101044510939125,0.225808820006413,0.0476340150456747,-0.0436903754501385,20.02,"0" -1967,-1.17653570563527,1.02059244996766,1.6098213793441,1.02402805194233,-1.13333546704229,0.0964751414041328,-0.168223125907627,0.745972173479394,0.142067643760587,0.0110644413452135,0.620749466845163,0.358720923841798,-1.27688240403636,0.338293144918054,-0.403855576556817,-0.162108990960253,0.110881818783771,0.858171413118879,0.740453884547984,0.0909110941005844,0.20839368177536,0.812918671788628,-0.148279143239556,0.546780505722578,-0.0600145091989052,-0.188450679286187,0.443480938393057,0.16834845950486,61.22,"0" -1968,1.31687143058313,-0.0417023012508801,0.0316666205935294,-0.374733042304072,-0.181378014699107,-0.369982449360677,-0.157707929516005,-0.0255483806735771,0.0806723521315106,-0.0133519922150664,0.705441272733709,0.514797677857118,-0.0494092306813609,0.424638415399499,0.518362100033299,0.702694578313331,-0.842493093192963,0.292019685820729,0.673834509621227,-0.0485023107450197,-0.115908337129463,-0.354338304398756,-0.0652390643730021,-0.442741535222266,0.313994123662416,0.995412745960114,-0.0897423748180353,-0.0156986648475911,1.08,"0" -1969,-0.693947032539896,1.31802884573234,0.815896546390908,-0.0901880214976684,-0.075838234312895,-0.538354143635321,0.213477573817951,0.536657221951409,-0.764248886636331,-0.555085025709551,1.0076697387014,0.542556099942768,-0.0748596594949037,0.108197931976033,0.202795846273843,0.806172170279131,-0.179718298940093,0.528000924977535,0.31976827799819,0.00345083234937833,-0.196070224687173,-0.666479337681067,-0.0186051553568027,-0.0546830086807125,-0.131943387485714,0.0780914222871872,0.115935063821916,0.0210775772996645,0.02,"0" -1971,-1.65182956440081,0.243851751289283,1.97426838924767,0.631049775706211,0.31234961264946,-0.37331345980885,0.68620715894901,-1.43270678374551,0.336063440820691,0.321918162715112,-0.556896277397119,-0.202564945432009,-0.3630350419623,-0.620118472966851,0.206045585386697,-0.758772974362454,0.144425619663867,-0.502083618419575,1.21609268764985,-0.525474313332006,0.343404062136542,-0.511240310444087,0.174645040523087,0.425782233768827,0.337187342409,0.3531236257896,-0.44424753525254,-0.410344483064706,41.1,"0" -1973,-0.618886282504981,0.92064001645385,1.60140412417027,-0.181557338836242,0.664979761886373,0.973344867128328,0.438219838209924,0.458394589537442,-0.578672499356007,-0.530842104245919,1.01292897900257,0.936287517002541,0.846520394063109,0.0934085819609324,1.80945019570384,-1.20759123912282,0.875429184456957,-2.51994842014148,-1.66638164721543,0.00752441519876465,-0.0767521039976253,0.0391300381142778,0.131711657481154,-0.629386752650547,-0.5208433845737,0.17642427463547,0.343780056786813,0.111472078347044,1.78,"0" -1975,-1.15563841486393,1.22823470828109,0.941153268320432,-0.388137251082372,0.792131612588277,1.32030497101734,0.19663056190413,0.681065011690306,-0.165917969327702,0.207533352532464,2.43572621479132,0.813324211231083,-0.39523342636995,-0.217476822916878,1.36067572857287,-0.72533883401683,0.956984165137953,-1.58319951222038,-1.40560677131427,0.20713260591622,-0.138838142692787,-0.156527415089758,0.135528264271952,-1.08829427831047,-0.424349496051527,0.180390409126747,0.376364064670095,0.21159633865207,0.89,"0" -1975,-0.785753296761661,1.44673422263352,1.79558959868908,1.86100995241379,0.168191140807417,1.02126730618154,-0.193066359679122,-1.42622576892093,-0.585068595719076,0.188525143579753,-1.66060289138426,0.434368013242822,1.50151817243778,-0.73616437760918,-0.770898966250034,0.547849258257951,-0.603413459998337,0.145360298471761,-0.451969672296856,-0.324991636449178,1.62451634666912,-0.0150842781895258,-0.146617367890794,-0.415702107924859,0.292462638074044,0.168988416686532,0.142834429456765,0.0400064025465132,14.3,"0" -1975,-0.589985399658262,0.85818378967945,1.6401475519538,-0.12346853226425,0.157135157724182,-0.254896670690841,0.519902475896326,0.19372424128771,-0.714965362200678,-0.196541222237909,1.7535832244943,0.956716933601293,0.197586595563264,0.324007072819292,0.355360668301448,0.0285528710838277,-0.30775737722394,-0.403329015595091,-0.135449754871359,0.132291115125043,-0.119089121392165,-0.311490406599653,0.0553515544561285,0.211736403754513,-0.306335146885908,0.0695479618868078,0.273827375773444,0.112566163432626,12,"0" -1977,-2.17497504848026,2.60824055496941,0.337985496256922,-0.375087720982461,0.11766512553612,0.813966692127732,-1.2865420153255,-6.49701642008512,0.34425826992598,0.26410865751976,-0.932615933975937,0.0684518102281081,0.0923616309735851,-0.477670677729113,0.84455317153462,0.588226948670022,0.107379254833179,0.215572865172277,0.100699180910551,-1.09053672292391,5.74009675642434,-2.90049451586744,0.759934084437051,-0.634662541970067,0.0799823324879593,0.146123950988046,0.360915999141821,-0.0713774468791823,8.94,"0" -1980,-1.24522118262785,1.30658627495899,1.18769069333275,-0.391981505412998,0.130614866879245,0.293981490638978,0.360031012442565,0.442629584600761,0.0588827181806829,0.720649090039889,1.6543981738734,0.319732760301591,-1.0723796537407,0.379055141977841,0.809775197840758,-0.209677937929121,-0.0528521097673602,-0.691293436368181,-0.504147694943778,0.359927562358279,-0.224615339609764,-0.397405753195007,0.0768874192668811,-0.344344209631769,-0.247354310606704,0.130233836412173,0.599985820586389,0.305009922516559,8.93,"0" -1982,1.0389894746906,0.450921976436085,0.506745375531333,2.53098551890987,-0.125528093924919,-0.632074334701813,0.442635360885844,-0.172733821797259,-0.898844979199164,0.626617946111995,-0.435392933142315,-0.00230731428899046,-0.0298690989246794,0.432226706744011,0.400425791631663,0.670348576301697,-0.560529539170843,-0.811203248455301,-0.747059159530323,0.00346644357414561,-0.443654602133891,-1.58110134106754,0.196512572359549,0.301704285739748,0.107004703780569,-0.496056621735209,-0.0341421527889657,0.0421295193079722,84.27,"0" -1982,-0.463526789300435,0.867008607061656,1.53927060127575,0.00159318679125611,-0.133546271450741,-0.982267695599051,0.552200213346215,0.0236131649661333,-0.166395944848011,-0.261372149120779,-0.649926397203316,-0.826036650572285,-1.43851974794272,0.438225978313959,1.01206669574552,0.265173402445728,-0.307209252182519,-0.170468236480666,0.0241386501333072,0.0198508520746738,-0.239327496463713,-0.719314024956414,0.00791244956778511,0.325824208981059,-0.241163977796862,0.0761419860334167,0.253354800067551,0.119246334596206,1.98,"0" -1985,-1.08732324361764,0.41347503725825,2.38831133799815,0.799851507654908,0.272501336589737,-0.196009617680112,0.592504427348869,-0.0594481002713627,-0.18600501925447,-0.166774528679623,0.907926827566456,0.548669737462747,-0.742661754572796,-0.208096572563941,-1.1850098689634,-0.438733822699857,-0.213280895047683,0.244219542868491,0.467392672680401,-0.0545128359192727,-0.0199724241466969,0.269332748917899,-0.136499582682504,0.54638839491389,0.575794888459129,-0.32464783952373,-0.195599881328139,-0.169623572611492,10,"0" -1987,1.15211045070445,0.00258258961977955,1.29575862495623,1.33968262907012,-0.941382742906547,-0.193655617861833,-0.525441510152945,0.0619005393111501,0.818598938419936,-0.216167295651202,-0.710643238456323,0.739559408547928,0.518809381419538,-0.456004890869989,0.124700166014269,0.0559340167887119,-0.276775426464778,-0.121255048400684,-0.213590398140598,-0.102100564039408,-0.0566252754620451,0.0663525247817939,-0.0117421032994479,0.391049670975512,0.431355028832663,-0.410044529841564,0.0756122701925363,0.0393172912807099,9.99,"0" -1992,-0.38886554193983,0.164614221320854,2.52564471870007,1.27652974826023,-0.202504630401179,1.56026440233976,0.188915296134622,-0.00702254436503441,1.03931548044314,0.0273844762829233,-1.60992060965765,-0.357222161996856,-0.323041136953651,-1.1658378435543,0.151108313004564,-0.790058474417377,0.10596658403937,0.0851303748834829,0.966683095957041,0.152423017856934,-0.0120453683551952,0.658546020961466,-0.253275135920391,-0.742250113158075,-0.355781783319473,-0.182775469526876,-0.191611536408227,-0.286515729295241,75.37,"0" -1993,1.00957555058854,0.0729062886119003,1.71482479436852,2.42208620474503,-0.888163350619403,0.694156692960458,-0.957776291342409,0.491998628197771,-0.206727049990005,0.781327847936808,1.29035708568376,0.196416156378378,-0.868666465935534,0.212829684947281,0.743374811912486,1.19750517444458,-0.777036960625512,0.565001723380358,-1.56309478851903,-0.1972428435548,0.318212215497789,0.851501916019862,0.0224754532146762,0.210402558176004,0.084578543473996,0.112326113123104,0.0513593100561042,0.0297743592173588,12.14,"0" -1994,-2.62464902581014,-1.92082114896077,3.41922841593074,1.21640892677655,-0.213410624615776,0.60552054790244,-0.203788527851061,0.279095685217216,1.48189911394489,-0.914861909491725,-1.08554927483084,0.530187281734661,-0.257935582144258,-1.60241153155159,-1.63743731082633,-0.604145160091681,0.253605124670704,-0.37462651441891,-0.831861526259997,-0.200152714155227,0.0700228346651104,1.0977274728144,0.87073459863027,0.447072553240181,0.772014033870296,-0.164812438490292,0.0338103417762567,-0.187908198924359,177,"0" -1995,-0.215867238796584,0.941608379051586,1.31084653774013,-0.0189614383770844,0.695131440054642,-0.908898902221393,1.30883736458817,-0.746230987681237,-0.0394488331471461,0.117288157936609,-0.303835037759219,0.622440069167233,1.40511275482504,-0.574640672670309,0.0947855486419981,0.0923015153398843,-1.14456645721066,-0.301220759476169,-1.01405955835085,-0.0234739452670921,0.0801181081464307,0.55075680672131,-0.0177359225603181,0.349017947863738,-0.974146972019416,-0.881077198880075,-0.36377648338685,-0.177688621259399,3.99,"0" -1995,-0.35495926871271,0.781310779124701,-0.0321501583393733,-1.21270019373287,2.45782121184602,3.3663747500938,0.11800236335551,0.936950629506107,-0.521348628863981,-0.249735742235538,-0.18003131958308,-0.244915022027437,-0.0543577961840949,0.290632840173142,1.04064165134558,0.526966958178267,-0.891162095921941,0.0976636313431653,0.387117524151643,0.216336800142093,-0.282486998897618,-0.903548832856929,-0.0593781693549856,0.983411451945704,-0.0361224621912084,0.086437344563256,0.267719075204615,0.114088727926865,1.79,"0" -1998,1.11060381444352,-0.620577000082088,1.04465918784264,0.240511524210925,-1.19381159475474,0.0537501633736095,-0.808016012207049,0.282977328619673,1.45870180725784,-0.459242790631793,-0.865344291886061,-0.252168051892996,-1.75953137277537,-0.178318410034745,0.141401983420291,-0.328284627231367,0.52222797568935,-0.871338232813328,0.109500570067136,-0.160069795050828,-0.208341704873574,-0.454497363963166,0.104938524522623,0.115345704904445,-0.00536994845863167,0.974486983510982,-0.034004271554885,0.0124026138217415,37.73,"0" -1998,-1.49310939709758,1.50454622976368,1.21887527924583,0.741269458094627,0.590353823726391,0.542055105238515,1.00208989771694,-0.341592444438215,1.03693307668611,2.38507235848711,1.0794139263226,0.190795304042225,-0.853770881465465,-0.71227187868118,-0.206232833587136,-1.25381884948243,-0.0754650745940054,-0.179769486341609,1.02245275054723,0.862220765405799,-0.334599044165055,0.256464733584075,-0.180672480386993,-0.31863909627593,0.0968846970686325,-0.288423400607277,0.32677092095789,-0.122804435425551,5.99,"0" -1999,1.20279274856158,-0.531442658932048,0.469643603970915,0.129698830347991,-0.969946091668155,-0.491161176714604,-0.317748589312736,-0.115309994371488,-1.05157156412283,0.757275705785634,1.09810980360818,1.30031502455322,0.853772635019301,-0.0940819619700111,-1.23194574727812,-1.78540687434132,0.110171997805182,0.992657061929911,-0.353059081410241,-0.378030518152467,-0.417031036730143,-0.64514425929551,-0.0149383785757627,0.576016229818141,0.423249643618696,0.331192086705956,-0.0122336250778596,0.0149526680452045,56,"0" -1999,-0.404201073353639,0.919102762187584,1.35391404108411,0.0174341780154825,-0.208068322390424,-0.831261107662802,0.460437759082299,0.187459626083328,-0.3316305673583,-0.277533051372875,1.28990538925396,-0.506200832246074,-2.22700109450256,0.222516920155121,0.422781150550164,0.623835573367871,-0.0410494300234177,0.563500180440141,0.136661212566622,-0.0221620450916621,-0.223627155153154,-0.721761588016625,0.0264092664789888,0.423352250805394,-0.292790053674919,0.0492448313916302,0.227243732050043,0.085528448111473,3.59,"0" -1999,-0.699426964727815,0.13037275858748,1.43637269366007,-1.06762993704834,-0.0979925634908099,-1.31301686981484,0.31307623542401,0.0377646092686517,0.278707416243986,-0.625333593371259,-0.643370971022693,-0.537551450737692,-1.01427151428079,0.144412755969469,0.647274235808316,0.698284095786217,-0.631189427095097,-0.218754994038668,-0.757657752779788,0.121769936951711,-0.0661514271277872,-0.370878687499715,0.144198392089144,0.386776208684295,-0.25729809780501,0.725547792273613,0.14321069442583,0.0751568446081019,38.44,"0" -2000,0.119316623347901,0.187060902554111,1.9090437290671,1.50147244167644,-0.827451560336303,0.990116241818458,-0.954297617621251,-0.310191757182562,0.378987932697714,0.0138905456836746,0.903139601319943,0.365367220003288,-1.50480514732531,0.289171383421002,0.28769261827458,-0.269913297203638,0.242601689925764,0.306856410057538,0.533109381957792,-0.177013377560194,0.795146430019703,-0.110033517837949,-0.165076953779012,-0.000622270685339276,0.467143784620892,-0.190496024438819,0.244646582202313,0.231041313594177,39,"0" -2000,-1.13697050915661,1.42614555830247,0.491086519182602,1.00144835966025,-0.529517610122088,-0.909234316333965,0.0698611199107034,0.668671072965783,-0.852815946905045,-0.549702329963125,-0.894764365236384,-0.0645349600744271,-0.326168152759548,1.04158409971631,1.00576515121935,-0.0589253180754615,0.167840828540928,0.242590165387233,0.431421082637434,-0.269028246337639,0.251027772679103,0.443138171975584,-0.00885018490923045,0.390219044749001,-0.229181280051518,-0.340635680363985,-0.186191873537206,-0.0209591810648577,14,"0" -2000,1.33856290145919,0.59099043934645,-0.428632697241618,0.897408679297748,0.574765790017063,-0.686798418019599,0.63609985835389,-0.388934395882022,-0.448506969071291,0.00313738744690413,-0.854708702920436,0.739374923513752,1.64491313911541,0.214712190544999,0.577499788967699,-0.0437326438251548,-0.702654615897217,-0.282116358726216,0.052753767266736,-0.034086164276589,-0.0352880413808718,0.0368343334185882,-0.266806064652026,-0.406172229887015,1.01531594861814,-0.248761775668754,0.00104744224813598,0.00540553169736023,0.74,"0" -2002,1.53531975109538,-0.983742019068873,0.437177875242399,-1.31829638725858,-1.6268347003434,-1.05768562516422,-0.981558265382452,-0.198080806204432,-1.70782708789499,1.47152388619264,-0.629866483233476,-1.35797255234443,-0.407372782249647,-0.129338314824908,0.664482442299421,-0.361051672226748,0.561114420887508,0.0661660538982588,-0.236510259718056,-0.404430755156374,-0.229832120063918,-0.291813554365794,0.0531579431006492,0.33723990740787,0.359658167124763,-0.202286377451701,0.0257305198535606,0.0175305203200933,5,"0" -2002,-1.5863782061027,1.57449476971608,0.857851037369253,-0.584066395627992,-0.0150412210298877,-0.333121306116946,0.397236925547095,-2.55686633055885,-0.218416909848347,-0.335940145088403,-0.17939951967449,-0.0339015733370285,-0.825083308170987,0.434396878793802,0.303318764616827,-0.133817929437223,-0.00551096496957946,-0.866246600621451,-1.31077233005092,-0.868661823783189,2.37437984677141,-0.554125487981641,0.221797797266188,0.369146232126534,-0.111907184233959,0.162693167501212,-0.0521764732332847,0.1164732230144,49.9,"0" -2003,0.773701775583951,-1.96889041086435,-0.249521115494096,-1.92953062451748,-1.21301242219963,-0.0238241718791986,-0.332291397384141,-0.12499972331651,0.527044361602893,-0.54971808772681,-0.980303251167785,0.658134672612333,1.17667864475213,-0.272153044528561,1.22900590505444,-2.19924726505877,0.239402370493349,1.01213283377785,-0.0627203147647877,0.228274239140297,-0.205883907239416,-0.566933399824977,-0.370961384711809,-0.712736424591446,0.367486198304328,0.0647261481851496,0.0057930224022346,0.0697080842707626,340.53,"0" -2006,-1.37647023434487,0.389820741738872,0.0107553488001237,-1.2201758461034,1.83557537253577,4.1581767343223,0.798982778748243,-0.427113536395993,0.271014618034966,0.53480632430528,-0.0422071114142893,-0.482265252419948,-0.00822424040143709,-0.423577145458523,1.27942405309299,0.541597283222592,-1.1685749363976,0.435306540949153,0.247031579079652,-0.0890802549722164,0.475676718678513,-0.190252297965364,0.186666904619168,1.02945010482745,0.136860253814444,0.30635862746566,0.291526585845101,-0.35517136869809,189.49,"0" -2006,-1.32966615855399,-0.0420887656143986,2.18160467622465,-0.33855152925564,1.37463442316215,-1.00852522521912,0.423099870334852,-0.13991029003317,-0.499059708953146,-0.607068010752611,-0.0427023166157078,0.365499154984427,0.658628814232647,-0.144271565428812,0.730585880345636,0.0179564365568979,-0.462085493741084,-0.954965220151301,-0.931602851271283,0.247762245796948,-0.14543828143137,-0.577879003905974,-0.0157215226475159,0.0691356356764402,0.179913454667265,0.0143612901474783,-0.190086139065797,-0.145441061957184,5.36,"0" -2006,-0.488941447680447,0.0748200260267647,1.65476117961893,0.0152316002664279,-0.696471474377667,0.449217104187719,0.552623818450207,0.115480837904381,0.251659507376285,-0.764858761067284,-1.51325449431093,-0.244860007613826,0.340968450199009,-0.486593909911067,0.49756562839097,0.516428049269879,-0.631286865849459,0.49842465467049,0.188602210328796,0.351435504178806,0.20511844648481,0.440803959479685,0.0833972274781071,-0.404746463741714,0.0752721331244262,0.579059922891811,-0.025784047285596,0.032305235171549,168,"0" -2006,-0.670536127961245,0.309306095082575,2.22497729508229,0.058438115340972,-0.716693672890773,-0.231945664025306,0.0511733920366412,-0.142354399550564,0.821468658031722,0.0818648155038832,-0.626291432173057,-0.0192214073060637,0.0144542266727468,-0.784279049556459,0.666484726943098,-0.423050840317404,0.1618022584897,-0.130403077942454,1.34960179183505,0.21507995898289,-0.0973781811336393,0.238707395426626,0.120035229676786,0.475907445043302,-0.69412217928031,1.02518723392868,-0.0391945096710423,-0.0133005405132365,20,"0" -2007,-1.41609673133018,-0.439945071610785,2.9511720344142,-1.04330660746364,0.31802025737689,-0.712666273400361,0.686086209237668,-0.665293163652734,0.886190155979337,-0.249014301493208,-0.393716483815077,-0.0952154523586749,0.198442390272905,-1.2638683000848,0.21706757668529,0.311177037948498,-0.859876864950961,-0.331253257804573,-0.407371042453268,-0.213174366347016,-0.281659504689639,0.130019488864291,0.292949612825046,0.442991598490446,0.199111757553394,0.81061121495489,-0.587232166777981,-0.743571209783362,1.9,"0" -2009,-0.49982279253796,0.9190565640447,1.55243719754545,1.2647497532306,0.321754656873513,0.061667504433849,0.769359999087271,-0.129625717587483,-0.0186514822361159,0.232914255318044,-0.585258247211018,-0.127970023819544,-0.542221357170962,-0.156000372892381,0.301120166406858,-1.29508267003916,0.539059126693548,-0.669657979837879,0.737743746029118,0.155404508937176,-0.0785661894986425,0.267365742527943,-0.146889802317928,0.0884941993642593,-0.130749594156435,-0.261968563365016,0.13308934234337,-0.0157849627550712,13.08,"0" -2009,1.21337291404605,0.364385084611135,0.294596664218365,0.63583283409548,-0.112451468658079,-0.583539988281912,0.0644193381218439,-0.111491366885894,-0.0944403108112632,-0.35077845600214,0.293773530269008,0.752862910785596,1.01982442775579,-0.421062738127302,1.25663612259089,0.147968745092292,0.226564092129901,-0.847863636339336,-0.562293738205122,-0.0599816842287427,-0.250515315503511,-0.649013527308487,0.148919473895184,0.0562083771529995,0.170743356679094,0.121372172939237,-0.00130726989496239,0.0291915954442307,1.98,"0" -2011,0.739307069840428,-0.853921311663312,-1.75105013327009,0.303891649470256,2.05607290410075,3.47362078874006,0.115685585204352,0.683156072857668,-0.0460031409815338,-0.13481305667524,-0.399212282032816,0.165040351522354,-0.142902670668205,0.4631449905713,0.254740143267062,-0.0530451064920568,-0.587654248648346,0.0758098911558126,0.204520354351101,0.547640383142895,0.0880446513217642,-0.390216506592916,-0.440697256598226,1.03529096992782,0.898443088403736,-0.292249736727451,-0.0418893532374606,0.0573384902645657,293.44,"0" -2012,-1.78125123839939,-1.45051429915,1.8047061348276,1.37196722182733,-0.253824709310164,1.29330715039235,1.13149365287032,0.0678726798465354,-0.361630285841247,-0.341158362906197,0.0532981474014402,0.315961488133887,0.745067931026664,-0.382656903092542,0.415341349256476,0.29459304019121,-0.827286869245402,1.50108884800025,1.33149962706037,1.48185583669886,0.456431653237496,0.566374570094736,0.691264766298293,-0.85802219047881,0.634579786044812,-0.0511168069806152,-0.223225681135551,-0.0998539070773684,468,"0" -2012,-0.410279680382295,1.03765451106764,1.31650248660262,-0.0435932593308623,0.123975585795575,-0.688112821872388,0.571562233994798,0.0815109761111041,-0.641320341661595,-0.335849810790349,1.47417967793225,0.5792965075115,-0.0274784617070039,-0.21881730829831,0.201792312616183,0.581198136740744,-0.238672830747212,0.36568379733876,0.200416406502047,0.128562555738411,-0.210401704298829,-0.584619548677968,-0.0223032208501277,0.276405489462057,-0.19129630995789,0.0548363338827295,0.240443637758303,0.0886765861756848,1.78,"0" -2013,-1.13754522120162,1.56564244451429,1.28636140157393,-0.0716016486456175,-0.0641195003514881,-0.830398591988992,0.817646235669459,-0.193386502383708,0.362810463075981,0.691234876795503,0.641658404863872,0.0816155600267512,-0.0858716140265073,-0.812185596194708,1.19949106974176,-0.217296347147618,0.345704397987205,-0.836939163802998,-0.732080008885276,0.490959462800517,-0.330125567189432,-0.522862379339312,0.0829987414597715,0.541690054929831,-0.188973164244162,0.0414185353998134,0.276674448133849,0.074802243307689,8.99,"0" -2013,-1.51316151426337,1.40971120120177,1.7459222280453,0.596409816979934,0.0822107204757595,0.0981142930056795,0.508320404072303,-0.0673181499314715,-0.528350895128025,0.521864428320134,1.66919869054167,0.505652354694683,-0.38626550369543,0.312463262944609,0.877390441629429,-0.432541118134822,-0.104645529207347,0.0519730827962911,0.405630720156616,-0.142991117927156,0.201690328958676,0.248658600858958,-0.186454583726368,0.212918556427208,0.158447269452984,-0.394526536425496,-0.88436945407606,0.128102783807954,5,"0" -2015,-0.654830903170797,0.844405033895609,0.671601358396185,0.187730292276364,-0.460593477345713,-1.03278976121783,0.403723882578329,0.252970736706049,-0.367405342180232,-0.49616824136531,-0.722612272262959,-0.277967528296716,-0.674143306871377,0.619938384715378,0.742455808735336,0.308897344935118,-0.193451389015058,-0.217064666467212,-0.0148544130415753,-0.286893597973846,-0.0698225850652309,-0.371708073599979,0.330444376688462,0.353274905973574,-0.448559409941653,0.0656447423779254,-0.204362728614732,-0.0612068964168072,44.1,"0" -2016,1.03607076097226,0.0105804315697553,1.31659511822559,1.3085858964211,-0.855817748184293,-0.124197820812429,-0.476800903704271,0.0910959008261756,0.311728395434574,-0.0837657108806672,0.212683754379149,0.839400455290146,0.967347015716446,-0.150712150193722,1.54295219868055,0.252204871827421,-0.359363662962561,-0.323825725790741,-1.20278782743495,-0.0265042221273451,0.185853149390347,0.561606488246938,0.019343604590008,0.413109069995309,0.237439388035976,-0.358428844746644,0.0775167465986348,0.0490194970028674,45,"0" -2018,0.857172862925554,-0.907535193275699,0.810127269758885,0.212238029906586,-1.15155082786892,0.0581532530230841,-0.556734205828647,0.144122503960373,0.660376528360349,-0.173973062805974,0.821303991656129,0.863195625582732,0.0776794226420321,-0.119133856311851,0.0479643464477505,0.684401589183833,-0.616320519411635,0.531761387333461,0.299806850823651,0.322490025959478,0.209353524540258,0.315765212501417,-0.239317235637447,0.0971246841831085,0.158924694296642,1.09311163928055,-0.0740907354101005,0.0327825506751444,187,"0" -2018,1.31613731322751,-0.0429153850785197,0.0312405230286082,-0.374424365412223,-0.181752788399225,-0.369845699934679,-0.157203676783742,-0.0256470111470663,0.0806275933945913,-0.0135289825103499,0.705446717049244,0.514813329570856,-0.0493414817657626,0.424724445885265,0.518409903826531,0.702744698238111,-0.842481827296465,0.292097542982594,0.673713141330632,-0.0477284558411928,-0.115678083409717,-0.354538863863397,-0.0655739961835551,-0.442722036480849,0.313854596981263,0.995372218090975,-0.0898141746591388,-0.015632500108009,1.46,"0" -2019,-0.474918132126612,0.683819137576645,1.57333427569015,0.412936275424581,0.373810046202691,0.268844088956371,0.435773375892172,0.14240398243547,-0.220885086404202,-0.549736689635963,-1.07238394442011,-0.107696779369557,-0.195300540384659,-0.0751515909483725,0.284958881866927,-0.785957934166184,0.404541379094306,-0.69040490746848,0.927728585059698,0.0455843879491152,-0.149100558134548,-0.263170613165011,-0.197870607919677,-0.432834080625524,-0.021431173421457,0.412324015139162,0.0860729583042747,0.0942350327738308,7.95,"0" -2019,-3.68748123555734,-8.74663545957587,-2.05788513112004,1.85893588121018,-3.35300399160706,1.58054227591055,2.3991139882717,-0.318629762755785,-1.04574996361264,-0.458157756125483,1.37324172018392,0.982003713469976,0.610655845321144,0.573200417950119,0.402425055141044,-1.46411381776632,0.444155492328064,1.13780924114971,-2.05380523804389,4.5969302145147,1.23019255262232,-1.57327435141859,-2.12235068572953,-0.141324937331246,-0.838373395154145,0.25114832808841,-0.440546702908528,0.445717058294886,2540.42,"0" -2021,-0.423612962663642,0.933065121111108,1.56586104177612,0.745475194659927,0.493256646960729,0.486830735139254,0.552198217377376,0.114502802992636,-0.652366654423248,-0.354029062577529,-0.908759336761471,0.0240163091384835,0.88702775613179,0.0184763033074643,1.49151059400291,-0.0893454751287523,-0.34820461363001,-0.0829888622826942,0.321198907557325,0.12609748922964,0.0167972848175885,0.0743771880757045,-0.15287796488181,-0.775166307731414,-0.110700452645173,-0.343029521450723,0.158288444724348,0.126757148700338,29.99,"0" -2021,-1.84781585288342,-1.02330548597777,-1.11450752526519,0.79338992753674,3.20549904028887,2.88498819864722,-1.04115933170696,1.5011181432216,-0.405472496036656,-1.02772820180786,-0.314906435401129,-0.156788518370727,0.030317814051151,-1.03006771862343,0.783639434706857,0.639302551963745,0.775812072390594,1.37705454552167,0.549856814882779,0.762599727272404,0.265794793719207,-0.129217483287742,0.181105285356388,0.88232047219575,-0.51591243015251,-0.406968659060464,0.142541972305933,-0.0963091614574603,107.26,"0" 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100644 index 62be95700..000000000 --- a/tests/flow/test_data/frozen_bad_model.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:98d6bb6cdfe22525a894c67b3992dc3e88b06730661817ee79c62c20b9dd09dd -size 174203 diff --git a/tests/flow/test_data/graph.pb b/tests/flow/test_data/graph.pb deleted file mode 100644 index d21f6d908..000000000 --- a/tests/flow/test_data/graph.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:aff05958dc63c5f2fd1ccd65266d910c052e9177a2928a108e0942c1ac25e1d2 -size 150 diff --git a/tests/flow/test_data/graph_v2.pb b/tests/flow/test_data/graph_v2.pb deleted file mode 100644 index c23313ff2..000000000 --- a/tests/flow/test_data/graph_v2.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9970a47f2818a1137c1e39e96a8c43938abced0eb44f78f5beabe0add9449539 -size 408865 diff --git a/tests/flow/test_data/identity_string.onnx b/tests/flow/test_data/identity_string.onnx deleted file mode 100644 index ac7f4e80d..000000000 --- a/tests/flow/test_data/identity_string.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0c2dd3190846d88672dd870052d8ed7c7fb49df965b386f1db0b0fc3a849b280 -size 132 diff --git a/tests/flow/test_data/identity_string.pb b/tests/flow/test_data/identity_string.pb deleted file mode 100644 index 49d05b12f..000000000 --- a/tests/flow/test_data/identity_string.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e7c501a876b112fe84e926292cf8aced8960bd6ca591bcec512d75701985e0f9 -size 93 diff --git a/tests/flow/test_data/imagenet/__init__.py b/tests/flow/test_data/imagenet/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/tests/flow/test_data/imagenet/cat.jpg b/tests/flow/test_data/imagenet/cat.jpg deleted file mode 100644 index 674c321b4..000000000 --- a/tests/flow/test_data/imagenet/cat.jpg +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6705f3b1bada344ec2ab7bc33d626ba64eb7f50e1b6bab7e09240e493e91875d -size 52647 diff --git a/tests/flow/test_data/imagenet/data_processing_script.txt b/tests/flow/test_data/imagenet/data_processing_script.txt deleted file mode 100644 index c5f1a5f65..000000000 --- a/tests/flow/test_data/imagenet/data_processing_script.txt +++ /dev/null @@ -1,17 +0,0 @@ -def pre_process_3ch(tensors: List[Tensor], keys: List[str], args: List[str]): - image = tensors[0] - return image.float().div(255).unsqueeze(0) - -def pre_process_4ch(tensors: List[Tensor], keys: List[str], args: List[str]): - image = tensors[0] - return image.float().div(255)[:,:,:-1].contiguous().unsqueeze(0) - -def post_process(tensors: List[Tensor], keys: List[str], args: List[str]): - output = tensors[0] - # tf model has 1001 classes, hence negative 1 - return output.max(1)[1] - 1 - -def ensemble(tensors: List[Tensor], keys: List[str], args: List[str]): - output0 = tensors[0] - output1 = tensors[1] - return (output0 + output1) * 0.5 diff --git a/tests/flow/test_data/imagenet/data_processing_script_old.txt b/tests/flow/test_data/imagenet/data_processing_script_old.txt deleted file mode 100644 index d7610799e..000000000 --- a/tests/flow/test_data/imagenet/data_processing_script_old.txt +++ /dev/null @@ -1,12 +0,0 @@ -def pre_process_3ch(image): - return image.float().div(255).unsqueeze(0) - -def pre_process_4ch(image): - return image.float().div(255)[:,:,:-1].contiguous().unsqueeze(0) - -def post_process(output): - # tf model has 1001 classes, hence negative 1 - return output.max(1)[1] - 1 - -def ensemble(output0, output1): - return (output0 + output1) * 0.5 diff --git a/tests/flow/test_data/imagenet/dog.jpg b/tests/flow/test_data/imagenet/dog.jpg deleted file mode 100644 index 2a7a5d386..000000000 --- a/tests/flow/test_data/imagenet/dog.jpg +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bf0ef6ec7de3b0f8fac91a230c39f3ec70feae72ee90d14e9d6d41a3a77cbaa2 -size 26186 diff --git a/tests/flow/test_data/imagenet/imagenet_class_index.json b/tests/flow/test_data/imagenet/imagenet_class_index.json deleted file mode 100644 index 5fe0dfefc..000000000 --- a/tests/flow/test_data/imagenet/imagenet_class_index.json +++ /dev/null @@ -1 +0,0 @@ -{"0": ["n01440764", "tench"], "1": ["n01443537", "goldfish"], "2": ["n01484850", "great_white_shark"], "3": ["n01491361", "tiger_shark"], "4": ["n01494475", "hammerhead"], "5": ["n01496331", "electric_ray"], "6": ["n01498041", "stingray"], "7": ["n01514668", "cock"], "8": ["n01514859", "hen"], "9": ["n01518878", "ostrich"], "10": ["n01530575", "brambling"], "11": ["n01531178", "goldfinch"], "12": ["n01532829", "house_finch"], "13": ["n01534433", "junco"], "14": ["n01537544", "indigo_bunting"], "15": ["n01558993", "robin"], "16": ["n01560419", "bulbul"], "17": ["n01580077", "jay"], "18": ["n01582220", "magpie"], "19": ["n01592084", 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"373": ["n02487347", "macaque"], "374": ["n02488291", "langur"], "375": ["n02488702", "colobus"], "376": ["n02489166", "proboscis_monkey"], "377": ["n02490219", "marmoset"], "378": ["n02492035", "capuchin"], "379": ["n02492660", "howler_monkey"], "380": ["n02493509", "titi"], "381": ["n02493793", "spider_monkey"], "382": ["n02494079", "squirrel_monkey"], "383": ["n02497673", "Madagascar_cat"], "384": ["n02500267", "indri"], "385": ["n02504013", "Indian_elephant"], "386": ["n02504458", "African_elephant"], "387": ["n02509815", "lesser_panda"], "388": ["n02510455", "giant_panda"], "389": ["n02514041", "barracouta"], "390": ["n02526121", "eel"], "391": ["n02536864", "coho"], "392": ["n02606052", "rock_beauty"], "393": ["n02607072", "anemone_fish"], "394": ["n02640242", "sturgeon"], "395": ["n02641379", "gar"], "396": ["n02643566", "lionfish"], "397": ["n02655020", "puffer"], "398": ["n02666196", "abacus"], "399": ["n02667093", "abaya"], "400": ["n02669723", "academic_gown"], "401": ["n02672831", "accordion"], "402": ["n02676566", "acoustic_guitar"], "403": ["n02687172", "aircraft_carrier"], "404": ["n02690373", "airliner"], "405": ["n02692877", "airship"], "406": ["n02699494", "altar"], "407": ["n02701002", "ambulance"], "408": ["n02704792", "amphibian"], "409": ["n02708093", "analog_clock"], "410": ["n02727426", "apiary"], "411": ["n02730930", "apron"], "412": ["n02747177", "ashcan"], "413": ["n02749479", "assault_rifle"], "414": ["n02769748", "backpack"], "415": ["n02776631", "bakery"], "416": ["n02777292", "balance_beam"], "417": ["n02782093", "balloon"], "418": ["n02783161", "ballpoint"], "419": ["n02786058", "Band_Aid"], "420": ["n02787622", "banjo"], "421": ["n02788148", "bannister"], "422": ["n02790996", "barbell"], "423": ["n02791124", "barber_chair"], "424": ["n02791270", "barbershop"], "425": ["n02793495", "barn"], "426": ["n02794156", "barometer"], "427": ["n02795169", "barrel"], "428": ["n02797295", "barrow"], "429": ["n02799071", "baseball"], "430": ["n02802426", "basketball"], "431": ["n02804414", "bassinet"], "432": ["n02804610", "bassoon"], "433": ["n02807133", "bathing_cap"], "434": ["n02808304", "bath_towel"], "435": ["n02808440", "bathtub"], "436": ["n02814533", "beach_wagon"], "437": ["n02814860", "beacon"], "438": ["n02815834", "beaker"], "439": ["n02817516", "bearskin"], "440": ["n02823428", "beer_bottle"], "441": ["n02823750", "beer_glass"], "442": ["n02825657", "bell_cote"], "443": ["n02834397", "bib"], "444": ["n02835271", "bicycle-built-for-two"], "445": ["n02837789", "bikini"], "446": ["n02840245", "binder"], "447": ["n02841315", "binoculars"], "448": ["n02843684", "birdhouse"], "449": ["n02859443", "boathouse"], "450": ["n02860847", "bobsled"], "451": ["n02865351", "bolo_tie"], "452": ["n02869837", "bonnet"], "453": ["n02870880", "bookcase"], "454": ["n02871525", "bookshop"], "455": ["n02877765", "bottlecap"], "456": ["n02879718", "bow"], "457": ["n02883205", "bow_tie"], "458": ["n02892201", "brass"], "459": ["n02892767", "brassiere"], "460": ["n02894605", "breakwater"], "461": ["n02895154", "breastplate"], "462": ["n02906734", "broom"], "463": ["n02909870", "bucket"], "464": ["n02910353", "buckle"], "465": ["n02916936", "bulletproof_vest"], "466": ["n02917067", "bullet_train"], "467": ["n02927161", "butcher_shop"], "468": ["n02930766", "cab"], "469": ["n02939185", "caldron"], "470": ["n02948072", "candle"], "471": ["n02950826", "cannon"], "472": ["n02951358", "canoe"], "473": ["n02951585", "can_opener"], "474": ["n02963159", "cardigan"], "475": ["n02965783", "car_mirror"], "476": ["n02966193", "carousel"], "477": ["n02966687", "carpenter's_kit"], "478": ["n02971356", "carton"], "479": ["n02974003", "car_wheel"], "480": ["n02977058", "cash_machine"], "481": ["n02978881", "cassette"], "482": ["n02979186", "cassette_player"], "483": ["n02980441", "castle"], "484": ["n02981792", "catamaran"], "485": ["n02988304", "CD_player"], "486": ["n02992211", "cello"], "487": ["n02992529", "cellular_telephone"], "488": ["n02999410", "chain"], "489": ["n03000134", "chainlink_fence"], "490": ["n03000247", "chain_mail"], "491": ["n03000684", "chain_saw"], "492": ["n03014705", "chest"], "493": ["n03016953", "chiffonier"], "494": ["n03017168", "chime"], "495": ["n03018349", "china_cabinet"], "496": ["n03026506", "Christmas_stocking"], "497": ["n03028079", "church"], "498": ["n03032252", "cinema"], "499": ["n03041632", "cleaver"], "500": ["n03042490", "cliff_dwelling"], "501": ["n03045698", "cloak"], "502": ["n03047690", "clog"], "503": ["n03062245", "cocktail_shaker"], "504": ["n03063599", "coffee_mug"], "505": ["n03063689", "coffeepot"], "506": ["n03065424", "coil"], "507": ["n03075370", "combination_lock"], "508": ["n03085013", "computer_keyboard"], "509": ["n03089624", "confectionery"], "510": ["n03095699", "container_ship"], "511": ["n03100240", "convertible"], "512": ["n03109150", "corkscrew"], "513": ["n03110669", "cornet"], "514": ["n03124043", "cowboy_boot"], "515": ["n03124170", "cowboy_hat"], "516": ["n03125729", "cradle"], "517": ["n03126707", "crane"], "518": ["n03127747", "crash_helmet"], "519": ["n03127925", "crate"], "520": ["n03131574", "crib"], "521": ["n03133878", "Crock_Pot"], "522": ["n03134739", "croquet_ball"], "523": ["n03141823", "crutch"], "524": ["n03146219", "cuirass"], "525": ["n03160309", "dam"], "526": ["n03179701", "desk"], "527": ["n03180011", "desktop_computer"], "528": ["n03187595", "dial_telephone"], "529": ["n03188531", "diaper"], "530": ["n03196217", "digital_clock"], "531": ["n03197337", "digital_watch"], "532": ["n03201208", "dining_table"], "533": ["n03207743", "dishrag"], "534": ["n03207941", "dishwasher"], "535": ["n03208938", "disk_brake"], "536": ["n03216828", "dock"], "537": ["n03218198", "dogsled"], "538": ["n03220513", "dome"], "539": ["n03223299", "doormat"], "540": ["n03240683", "drilling_platform"], "541": ["n03249569", "drum"], "542": ["n03250847", "drumstick"], "543": ["n03255030", "dumbbell"], "544": ["n03259280", "Dutch_oven"], "545": ["n03271574", "electric_fan"], "546": ["n03272010", "electric_guitar"], "547": ["n03272562", "electric_locomotive"], "548": ["n03290653", "entertainment_center"], "549": ["n03291819", "envelope"], "550": ["n03297495", "espresso_maker"], "551": ["n03314780", "face_powder"], "552": ["n03325584", "feather_boa"], "553": ["n03337140", "file"], "554": ["n03344393", "fireboat"], "555": ["n03345487", "fire_engine"], "556": ["n03347037", "fire_screen"], "557": ["n03355925", "flagpole"], "558": ["n03372029", "flute"], "559": ["n03376595", "folding_chair"], "560": ["n03379051", "football_helmet"], "561": ["n03384352", "forklift"], "562": ["n03388043", "fountain"], "563": ["n03388183", "fountain_pen"], "564": ["n03388549", "four-poster"], "565": ["n03393912", "freight_car"], "566": ["n03394916", "French_horn"], "567": ["n03400231", "frying_pan"], "568": ["n03404251", "fur_coat"], "569": ["n03417042", "garbage_truck"], "570": ["n03424325", "gasmask"], "571": ["n03425413", "gas_pump"], "572": ["n03443371", "goblet"], "573": ["n03444034", "go-kart"], "574": ["n03445777", "golf_ball"], "575": ["n03445924", "golfcart"], "576": ["n03447447", "gondola"], "577": ["n03447721", "gong"], "578": ["n03450230", "gown"], "579": ["n03452741", "grand_piano"], "580": ["n03457902", "greenhouse"], "581": ["n03459775", "grille"], "582": ["n03461385", "grocery_store"], "583": ["n03467068", "guillotine"], "584": ["n03476684", "hair_slide"], "585": ["n03476991", "hair_spray"], "586": ["n03478589", "half_track"], "587": ["n03481172", "hammer"], "588": ["n03482405", "hamper"], "589": ["n03483316", "hand_blower"], "590": ["n03485407", "hand-held_computer"], "591": ["n03485794", "handkerchief"], "592": ["n03492542", "hard_disc"], "593": ["n03494278", "harmonica"], "594": ["n03495258", "harp"], "595": ["n03496892", "harvester"], "596": ["n03498962", "hatchet"], "597": ["n03527444", "holster"], "598": ["n03529860", "home_theater"], "599": ["n03530642", "honeycomb"], "600": ["n03532672", "hook"], "601": ["n03534580", "hoopskirt"], "602": ["n03535780", "horizontal_bar"], "603": ["n03538406", "horse_cart"], "604": ["n03544143", "hourglass"], "605": ["n03584254", "iPod"], "606": ["n03584829", "iron"], "607": ["n03590841", "jack-o'-lantern"], "608": ["n03594734", "jean"], "609": ["n03594945", "jeep"], "610": ["n03595614", "jersey"], "611": ["n03598930", "jigsaw_puzzle"], "612": ["n03599486", "jinrikisha"], "613": ["n03602883", "joystick"], "614": ["n03617480", "kimono"], "615": ["n03623198", "knee_pad"], "616": ["n03627232", "knot"], "617": ["n03630383", "lab_coat"], "618": ["n03633091", "ladle"], "619": ["n03637318", "lampshade"], "620": ["n03642806", "laptop"], "621": ["n03649909", "lawn_mower"], "622": ["n03657121", "lens_cap"], "623": ["n03658185", "letter_opener"], "624": ["n03661043", "library"], "625": ["n03662601", "lifeboat"], "626": ["n03666591", "lighter"], "627": ["n03670208", "limousine"], "628": ["n03673027", "liner"], "629": ["n03676483", "lipstick"], "630": ["n03680355", "Loafer"], "631": ["n03690938", "lotion"], "632": ["n03691459", "loudspeaker"], "633": ["n03692522", "loupe"], "634": ["n03697007", "lumbermill"], "635": ["n03706229", "magnetic_compass"], "636": ["n03709823", "mailbag"], "637": ["n03710193", "mailbox"], "638": ["n03710637", "maillot"], "639": ["n03710721", "maillot"], "640": ["n03717622", "manhole_cover"], "641": ["n03720891", "maraca"], "642": ["n03721384", "marimba"], "643": ["n03724870", "mask"], "644": ["n03729826", "matchstick"], "645": ["n03733131", "maypole"], "646": ["n03733281", "maze"], "647": ["n03733805", "measuring_cup"], "648": ["n03742115", "medicine_chest"], "649": ["n03743016", "megalith"], "650": ["n03759954", "microphone"], "651": ["n03761084", "microwave"], "652": ["n03763968", "military_uniform"], "653": ["n03764736", "milk_can"], "654": ["n03769881", "minibus"], "655": ["n03770439", "miniskirt"], "656": ["n03770679", "minivan"], "657": ["n03773504", "missile"], "658": ["n03775071", "mitten"], "659": ["n03775546", "mixing_bowl"], "660": ["n03776460", "mobile_home"], "661": ["n03777568", "Model_T"], "662": ["n03777754", "modem"], "663": ["n03781244", "monastery"], "664": ["n03782006", "monitor"], "665": ["n03785016", "moped"], "666": ["n03786901", "mortar"], "667": ["n03787032", "mortarboard"], "668": ["n03788195", "mosque"], "669": ["n03788365", "mosquito_net"], "670": ["n03791053", "motor_scooter"], "671": ["n03792782", "mountain_bike"], "672": ["n03792972", "mountain_tent"], "673": ["n03793489", "mouse"], "674": ["n03794056", "mousetrap"], "675": ["n03796401", "moving_van"], "676": ["n03803284", "muzzle"], "677": ["n03804744", "nail"], "678": ["n03814639", "neck_brace"], "679": ["n03814906", "necklace"], "680": ["n03825788", "nipple"], "681": ["n03832673", "notebook"], "682": ["n03837869", "obelisk"], "683": ["n03838899", "oboe"], "684": ["n03840681", "ocarina"], "685": ["n03841143", "odometer"], "686": ["n03843555", "oil_filter"], "687": ["n03854065", "organ"], "688": ["n03857828", "oscilloscope"], "689": ["n03866082", "overskirt"], "690": ["n03868242", "oxcart"], "691": ["n03868863", "oxygen_mask"], "692": ["n03871628", "packet"], "693": ["n03873416", "paddle"], "694": ["n03874293", "paddlewheel"], "695": ["n03874599", "padlock"], "696": ["n03876231", "paintbrush"], "697": ["n03877472", "pajama"], "698": ["n03877845", "palace"], "699": ["n03884397", "panpipe"], "700": ["n03887697", "paper_towel"], "701": ["n03888257", "parachute"], "702": ["n03888605", "parallel_bars"], "703": ["n03891251", "park_bench"], "704": ["n03891332", "parking_meter"], "705": ["n03895866", "passenger_car"], "706": ["n03899768", "patio"], "707": ["n03902125", "pay-phone"], "708": ["n03903868", "pedestal"], "709": ["n03908618", "pencil_box"], "710": ["n03908714", "pencil_sharpener"], "711": ["n03916031", "perfume"], "712": ["n03920288", "Petri_dish"], "713": ["n03924679", "photocopier"], "714": ["n03929660", "pick"], "715": ["n03929855", "pickelhaube"], "716": ["n03930313", "picket_fence"], "717": ["n03930630", "pickup"], "718": ["n03933933", "pier"], "719": ["n03935335", "piggy_bank"], "720": ["n03937543", "pill_bottle"], "721": ["n03938244", "pillow"], "722": ["n03942813", "ping-pong_ball"], "723": ["n03944341", "pinwheel"], "724": ["n03947888", "pirate"], "725": ["n03950228", "pitcher"], "726": ["n03954731", "plane"], "727": ["n03956157", "planetarium"], "728": ["n03958227", "plastic_bag"], "729": ["n03961711", "plate_rack"], "730": ["n03967562", "plow"], "731": ["n03970156", "plunger"], "732": ["n03976467", "Polaroid_camera"], "733": ["n03976657", "pole"], "734": ["n03977966", "police_van"], "735": ["n03980874", "poncho"], "736": ["n03982430", "pool_table"], "737": ["n03983396", "pop_bottle"], "738": ["n03991062", "pot"], "739": ["n03992509", "potter's_wheel"], "740": ["n03995372", "power_drill"], "741": ["n03998194", "prayer_rug"], "742": ["n04004767", "printer"], "743": ["n04005630", "prison"], "744": ["n04008634", "projectile"], "745": ["n04009552", "projector"], "746": ["n04019541", "puck"], "747": ["n04023962", "punching_bag"], "748": ["n04026417", "purse"], "749": ["n04033901", "quill"], "750": ["n04033995", "quilt"], "751": ["n04037443", "racer"], "752": ["n04039381", "racket"], "753": ["n04040759", "radiator"], "754": ["n04041544", "radio"], "755": ["n04044716", "radio_telescope"], "756": ["n04049303", "rain_barrel"], "757": ["n04065272", "recreational_vehicle"], "758": ["n04067472", "reel"], "759": ["n04069434", "reflex_camera"], "760": ["n04070727", "refrigerator"], "761": ["n04074963", "remote_control"], "762": ["n04081281", "restaurant"], "763": ["n04086273", "revolver"], "764": ["n04090263", "rifle"], "765": ["n04099969", "rocking_chair"], "766": ["n04111531", "rotisserie"], "767": ["n04116512", "rubber_eraser"], "768": ["n04118538", "rugby_ball"], "769": ["n04118776", "rule"], "770": ["n04120489", "running_shoe"], "771": ["n04125021", "safe"], "772": ["n04127249", "safety_pin"], "773": ["n04131690", "saltshaker"], "774": ["n04133789", "sandal"], "775": ["n04136333", "sarong"], "776": ["n04141076", "sax"], "777": ["n04141327", "scabbard"], "778": ["n04141975", "scale"], "779": ["n04146614", "school_bus"], "780": ["n04147183", "schooner"], "781": ["n04149813", "scoreboard"], "782": ["n04152593", "screen"], "783": ["n04153751", "screw"], "784": ["n04154565", "screwdriver"], "785": ["n04162706", "seat_belt"], "786": ["n04179913", "sewing_machine"], "787": ["n04192698", "shield"], "788": ["n04200800", "shoe_shop"], "789": ["n04201297", "shoji"], "790": ["n04204238", "shopping_basket"], "791": ["n04204347", "shopping_cart"], "792": ["n04208210", "shovel"], "793": ["n04209133", "shower_cap"], "794": ["n04209239", "shower_curtain"], "795": ["n04228054", "ski"], "796": ["n04229816", "ski_mask"], "797": ["n04235860", "sleeping_bag"], "798": ["n04238763", "slide_rule"], "799": ["n04239074", "sliding_door"], "800": ["n04243546", "slot"], "801": ["n04251144", "snorkel"], "802": ["n04252077", "snowmobile"], "803": ["n04252225", "snowplow"], "804": ["n04254120", "soap_dispenser"], "805": ["n04254680", "soccer_ball"], "806": ["n04254777", "sock"], "807": ["n04258138", "solar_dish"], "808": ["n04259630", "sombrero"], "809": ["n04263257", "soup_bowl"], "810": ["n04264628", "space_bar"], "811": ["n04265275", "space_heater"], "812": ["n04266014", "space_shuttle"], "813": ["n04270147", "spatula"], "814": ["n04273569", "speedboat"], "815": ["n04275548", "spider_web"], "816": ["n04277352", "spindle"], "817": ["n04285008", "sports_car"], "818": ["n04286575", "spotlight"], "819": ["n04296562", "stage"], "820": ["n04310018", "steam_locomotive"], "821": ["n04311004", "steel_arch_bridge"], "822": ["n04311174", "steel_drum"], "823": ["n04317175", "stethoscope"], "824": ["n04325704", "stole"], "825": ["n04326547", "stone_wall"], "826": ["n04328186", "stopwatch"], "827": ["n04330267", "stove"], "828": ["n04332243", "strainer"], "829": ["n04335435", "streetcar"], "830": ["n04336792", "stretcher"], "831": ["n04344873", "studio_couch"], "832": ["n04346328", "stupa"], "833": ["n04347754", "submarine"], "834": ["n04350905", "suit"], "835": ["n04355338", "sundial"], "836": ["n04355933", "sunglass"], "837": ["n04356056", "sunglasses"], "838": ["n04357314", "sunscreen"], "839": ["n04366367", "suspension_bridge"], "840": ["n04367480", "swab"], "841": ["n04370456", "sweatshirt"], "842": ["n04371430", "swimming_trunks"], "843": ["n04371774", "swing"], "844": ["n04372370", "switch"], "845": ["n04376876", "syringe"], "846": ["n04380533", "table_lamp"], "847": ["n04389033", "tank"], "848": ["n04392985", "tape_player"], "849": ["n04398044", "teapot"], "850": ["n04399382", "teddy"], "851": ["n04404412", "television"], "852": ["n04409515", "tennis_ball"], "853": ["n04417672", "thatch"], "854": ["n04418357", "theater_curtain"], "855": ["n04423845", "thimble"], "856": ["n04428191", "thresher"], "857": ["n04429376", "throne"], "858": ["n04435653", "tile_roof"], "859": ["n04442312", "toaster"], "860": ["n04443257", "tobacco_shop"], "861": ["n04447861", "toilet_seat"], "862": ["n04456115", "torch"], "863": ["n04458633", "totem_pole"], "864": ["n04461696", "tow_truck"], "865": ["n04462240", "toyshop"], "866": ["n04465501", "tractor"], "867": ["n04467665", "trailer_truck"], "868": ["n04476259", "tray"], "869": ["n04479046", "trench_coat"], "870": ["n04482393", "tricycle"], "871": ["n04483307", "trimaran"], "872": ["n04485082", "tripod"], "873": ["n04486054", "triumphal_arch"], "874": ["n04487081", "trolleybus"], "875": ["n04487394", "trombone"], "876": ["n04493381", "tub"], "877": ["n04501370", "turnstile"], "878": ["n04505470", "typewriter_keyboard"], "879": ["n04507155", "umbrella"], "880": ["n04509417", "unicycle"], "881": ["n04515003", "upright"], "882": ["n04517823", "vacuum"], "883": ["n04522168", "vase"], "884": ["n04523525", "vault"], "885": ["n04525038", "velvet"], "886": ["n04525305", "vending_machine"], "887": ["n04532106", "vestment"], "888": ["n04532670", "viaduct"], "889": ["n04536866", "violin"], "890": ["n04540053", "volleyball"], "891": ["n04542943", "waffle_iron"], "892": ["n04548280", "wall_clock"], "893": ["n04548362", "wallet"], "894": ["n04550184", "wardrobe"], "895": ["n04552348", "warplane"], "896": ["n04553703", "washbasin"], "897": ["n04554684", "washer"], "898": ["n04557648", "water_bottle"], "899": ["n04560804", "water_jug"], "900": ["n04562935", "water_tower"], "901": ["n04579145", "whiskey_jug"], "902": ["n04579432", "whistle"], "903": ["n04584207", "wig"], "904": ["n04589890", "window_screen"], "905": ["n04590129", "window_shade"], "906": ["n04591157", "Windsor_tie"], "907": ["n04591713", "wine_bottle"], "908": ["n04592741", "wing"], "909": ["n04596742", "wok"], "910": ["n04597913", "wooden_spoon"], "911": ["n04599235", "wool"], "912": ["n04604644", "worm_fence"], "913": ["n04606251", "wreck"], "914": ["n04612504", "yawl"], "915": ["n04613696", "yurt"], "916": ["n06359193", "web_site"], "917": ["n06596364", "comic_book"], "918": ["n06785654", "crossword_puzzle"], "919": ["n06794110", "street_sign"], "920": ["n06874185", "traffic_light"], "921": ["n07248320", "book_jacket"], "922": ["n07565083", "menu"], "923": ["n07579787", "plate"], "924": ["n07583066", "guacamole"], "925": ["n07584110", "consomme"], "926": ["n07590611", "hot_pot"], "927": ["n07613480", "trifle"], "928": ["n07614500", "ice_cream"], "929": ["n07615774", "ice_lolly"], "930": ["n07684084", "French_loaf"], "931": ["n07693725", "bagel"], "932": ["n07695742", "pretzel"], "933": ["n07697313", "cheeseburger"], "934": ["n07697537", "hotdog"], "935": ["n07711569", "mashed_potato"], "936": ["n07714571", "head_cabbage"], "937": ["n07714990", "broccoli"], "938": ["n07715103", "cauliflower"], "939": ["n07716358", "zucchini"], "940": ["n07716906", "spaghetti_squash"], "941": ["n07717410", "acorn_squash"], "942": ["n07717556", "butternut_squash"], "943": ["n07718472", "cucumber"], "944": ["n07718747", "artichoke"], "945": ["n07720875", "bell_pepper"], "946": ["n07730033", "cardoon"], "947": ["n07734744", "mushroom"], "948": ["n07742313", "Granny_Smith"], "949": ["n07745940", "strawberry"], "950": ["n07747607", "orange"], "951": ["n07749582", "lemon"], "952": ["n07753113", "fig"], "953": ["n07753275", "pineapple"], "954": ["n07753592", "banana"], "955": ["n07754684", "jackfruit"], "956": ["n07760859", "custard_apple"], "957": ["n07768694", "pomegranate"], "958": ["n07802026", "hay"], "959": ["n07831146", "carbonara"], "960": ["n07836838", "chocolate_sauce"], "961": ["n07860988", "dough"], "962": ["n07871810", "meat_loaf"], "963": ["n07873807", "pizza"], "964": ["n07875152", "potpie"], "965": ["n07880968", "burrito"], "966": ["n07892512", "red_wine"], "967": ["n07920052", "espresso"], "968": ["n07930864", "cup"], "969": ["n07932039", "eggnog"], "970": ["n09193705", "alp"], "971": ["n09229709", "bubble"], "972": ["n09246464", "cliff"], "973": ["n09256479", "coral_reef"], "974": ["n09288635", "geyser"], "975": ["n09332890", "lakeside"], "976": ["n09399592", "promontory"], "977": ["n09421951", "sandbar"], "978": ["n09428293", "seashore"], "979": ["n09468604", "valley"], "980": ["n09472597", "volcano"], "981": ["n09835506", "ballplayer"], "982": ["n10148035", "groom"], "983": ["n10565667", "scuba_diver"], "984": ["n11879895", "rapeseed"], "985": ["n11939491", "daisy"], "986": ["n12057211", "yellow_lady's_slipper"], "987": ["n12144580", "corn"], "988": ["n12267677", "acorn"], "989": ["n12620546", "hip"], "990": ["n12768682", "buckeye"], "991": ["n12985857", "coral_fungus"], "992": ["n12998815", "agaric"], "993": ["n13037406", "gyromitra"], "994": ["n13040303", "stinkhorn"], "995": ["n13044778", "earthstar"], "996": ["n13052670", "hen-of-the-woods"], "997": ["n13054560", "bolete"], "998": ["n13133613", "ear"], "999": ["n15075141", "toilet_tissue"]} \ No newline at end of file diff --git a/tests/flow/test_data/imagenet/model_checker.py b/tests/flow/test_data/imagenet/model_checker.py deleted file mode 100644 index 28560e105..000000000 --- a/tests/flow/test_data/imagenet/model_checker.py +++ /dev/null @@ -1,32 +0,0 @@ -import tensorflow as tf -from skimage import io -import numpy as np -import json - - -class_idx = json.load(open("../../../data/imagenet_classes.json")) - -filepath = '../../../data/guitar.jpg' -numpy_img = io.imread(filepath).astype(dtype=np.float32) -numpy_img = np.expand_dims(numpy_img, axis=0) / 255 - - -frozen_graph = "resnet50.pb" -with tf.gfile.GFile(frozen_graph, "rb") as f: - restored_graph_def = tf.GraphDef() - restored_graph_def.ParseFromString(f.read()) -with tf.Graph().as_default() as graph: - tf.import_graph_def( - restored_graph_def, - input_map=None, - return_elements=None, - name="") -images = graph.get_tensor_by_name('images:0') -logits = graph.get_tensor_by_name('output:0') -with tf.Session(graph=graph) as sess: - sess.run([tf.global_variables_initializer()]) - ret = sess.run(logits, feed_dict={images: numpy_img}) - -print(ret.shape, ret.dtype) -ind = ret.argmax() -print(class_idx[str(ind.item() - 1)]) diff --git a/tests/flow/test_data/imagenet/model_saver.py b/tests/flow/test_data/imagenet/model_saver.py deleted file mode 100644 index 8073d0805..000000000 --- a/tests/flow/test_data/imagenet/model_saver.py +++ /dev/null @@ -1,15 +0,0 @@ -import tensorflow as tf -import tensorflow_hub as hub -import ml2rt - -var_converter = tf.compat.v1.graph_util.convert_variables_to_constants -url = 'https://tfhub.dev/google/imagenet/resnet_v2_50/classification/1' -images = tf.placeholder(tf.float32, shape=(1, 224, 224, 3), name='images') -module = hub.Module(url) -print(module.get_signature_names()) -print(module.get_output_info_dict()) -logits = module(images) -logits = tf.identity(logits, 'output') -with tf.Session() as sess: - sess.run([tf.global_variables_initializer()]) - ml2rt.save_tensorflow(sess, 'resnet50.pb', output=['output']) diff --git a/tests/flow/test_data/imagenet/resnet50.pb b/tests/flow/test_data/imagenet/resnet50.pb deleted file mode 100644 index b4dfd356e..000000000 --- a/tests/flow/test_data/imagenet/resnet50.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7018654e139bbbc15518e204af9c08e84a520247f42e2d81fe547538ab865742 -size 102621616 diff --git a/tests/flow/test_data/imagenet_class_index.json b/tests/flow/test_data/imagenet_class_index.json deleted file mode 100644 index 5fe0dfefc..000000000 --- a/tests/flow/test_data/imagenet_class_index.json +++ /dev/null @@ -1 +0,0 @@ -{"0": ["n01440764", "tench"], "1": ["n01443537", "goldfish"], "2": ["n01484850", "great_white_shark"], "3": ["n01491361", "tiger_shark"], "4": ["n01494475", "hammerhead"], "5": ["n01496331", "electric_ray"], "6": ["n01498041", "stingray"], "7": ["n01514668", "cock"], "8": ["n01514859", "hen"], "9": ["n01518878", "ostrich"], "10": ["n01530575", "brambling"], "11": ["n01531178", "goldfinch"], "12": ["n01532829", "house_finch"], "13": ["n01534433", "junco"], "14": ["n01537544", "indigo_bunting"], "15": ["n01558993", "robin"], "16": ["n01560419", "bulbul"], "17": ["n01580077", "jay"], "18": ["n01582220", "magpie"], "19": ["n01592084", "chickadee"], "20": ["n01601694", "water_ouzel"], "21": ["n01608432", "kite"], "22": ["n01614925", "bald_eagle"], "23": ["n01616318", "vulture"], "24": ["n01622779", "great_grey_owl"], "25": ["n01629819", "European_fire_salamander"], "26": ["n01630670", "common_newt"], "27": ["n01631663", "eft"], "28": ["n01632458", "spotted_salamander"], "29": ["n01632777", "axolotl"], "30": ["n01641577", "bullfrog"], "31": ["n01644373", "tree_frog"], "32": ["n01644900", "tailed_frog"], "33": ["n01664065", "loggerhead"], "34": ["n01665541", "leatherback_turtle"], "35": ["n01667114", "mud_turtle"], "36": ["n01667778", "terrapin"], "37": ["n01669191", "box_turtle"], "38": ["n01675722", "banded_gecko"], "39": ["n01677366", "common_iguana"], "40": ["n01682714", "American_chameleon"], "41": ["n01685808", "whiptail"], "42": ["n01687978", "agama"], "43": ["n01688243", "frilled_lizard"], "44": ["n01689811", "alligator_lizard"], "45": ["n01692333", "Gila_monster"], "46": ["n01693334", "green_lizard"], "47": ["n01694178", "African_chameleon"], "48": ["n01695060", "Komodo_dragon"], "49": ["n01697457", "African_crocodile"], "50": ["n01698640", "American_alligator"], "51": ["n01704323", "triceratops"], "52": ["n01728572", "thunder_snake"], "53": ["n01728920", "ringneck_snake"], "54": ["n01729322", "hognose_snake"], "55": ["n01729977", "green_snake"], "56": ["n01734418", "king_snake"], "57": ["n01735189", "garter_snake"], "58": ["n01737021", "water_snake"], "59": ["n01739381", "vine_snake"], "60": ["n01740131", "night_snake"], "61": ["n01742172", "boa_constrictor"], "62": ["n01744401", "rock_python"], "63": ["n01748264", "Indian_cobra"], "64": ["n01749939", "green_mamba"], "65": ["n01751748", "sea_snake"], "66": ["n01753488", "horned_viper"], "67": ["n01755581", "diamondback"], "68": ["n01756291", "sidewinder"], "69": ["n01768244", "trilobite"], "70": ["n01770081", "harvestman"], "71": ["n01770393", "scorpion"], "72": ["n01773157", "black_and_gold_garden_spider"], "73": ["n01773549", "barn_spider"], "74": ["n01773797", "garden_spider"], "75": ["n01774384", "black_widow"], "76": ["n01774750", "tarantula"], "77": ["n01775062", "wolf_spider"], "78": ["n01776313", "tick"], "79": ["n01784675", "centipede"], "80": ["n01795545", "black_grouse"], "81": ["n01796340", "ptarmigan"], "82": ["n01797886", "ruffed_grouse"], "83": ["n01798484", "prairie_chicken"], "84": ["n01806143", "peacock"], "85": ["n01806567", "quail"], "86": ["n01807496", "partridge"], "87": ["n01817953", "African_grey"], "88": ["n01818515", "macaw"], "89": ["n01819313", "sulphur-crested_cockatoo"], "90": ["n01820546", "lorikeet"], "91": ["n01824575", "coucal"], "92": ["n01828970", "bee_eater"], "93": ["n01829413", "hornbill"], "94": ["n01833805", "hummingbird"], "95": ["n01843065", "jacamar"], "96": ["n01843383", "toucan"], "97": ["n01847000", "drake"], "98": ["n01855032", "red-breasted_merganser"], "99": ["n01855672", "goose"], "100": ["n01860187", "black_swan"], "101": ["n01871265", "tusker"], "102": ["n01872401", "echidna"], "103": ["n01873310", "platypus"], "104": ["n01877812", "wallaby"], "105": ["n01882714", "koala"], "106": ["n01883070", "wombat"], "107": ["n01910747", "jellyfish"], "108": ["n01914609", "sea_anemone"], "109": ["n01917289", "brain_coral"], "110": ["n01924916", "flatworm"], "111": ["n01930112", "nematode"], "112": ["n01943899", "conch"], "113": ["n01944390", "snail"], "114": ["n01945685", "slug"], "115": ["n01950731", "sea_slug"], "116": ["n01955084", "chiton"], "117": ["n01968897", "chambered_nautilus"], "118": ["n01978287", "Dungeness_crab"], "119": ["n01978455", "rock_crab"], "120": ["n01980166", "fiddler_crab"], "121": ["n01981276", "king_crab"], "122": ["n01983481", "American_lobster"], "123": ["n01984695", "spiny_lobster"], "124": ["n01985128", "crayfish"], "125": ["n01986214", "hermit_crab"], "126": ["n01990800", "isopod"], "127": ["n02002556", "white_stork"], "128": ["n02002724", "black_stork"], "129": ["n02006656", "spoonbill"], "130": ["n02007558", "flamingo"], "131": ["n02009229", "little_blue_heron"], "132": ["n02009912", "American_egret"], "133": ["n02011460", "bittern"], "134": ["n02012849", "crane"], "135": ["n02013706", "limpkin"], "136": ["n02017213", "European_gallinule"], "137": ["n02018207", "American_coot"], "138": ["n02018795", "bustard"], "139": ["n02025239", "ruddy_turnstone"], "140": ["n02027492", "red-backed_sandpiper"], "141": ["n02028035", "redshank"], "142": ["n02033041", "dowitcher"], "143": ["n02037110", "oystercatcher"], "144": ["n02051845", "pelican"], "145": ["n02056570", "king_penguin"], "146": ["n02058221", "albatross"], "147": ["n02066245", "grey_whale"], "148": ["n02071294", "killer_whale"], "149": ["n02074367", "dugong"], "150": ["n02077923", "sea_lion"], "151": ["n02085620", "Chihuahua"], "152": ["n02085782", "Japanese_spaniel"], "153": ["n02085936", "Maltese_dog"], "154": ["n02086079", "Pekinese"], "155": ["n02086240", "Shih-Tzu"], "156": ["n02086646", "Blenheim_spaniel"], "157": ["n02086910", "papillon"], "158": ["n02087046", "toy_terrier"], "159": ["n02087394", "Rhodesian_ridgeback"], "160": ["n02088094", "Afghan_hound"], "161": ["n02088238", "basset"], "162": ["n02088364", "beagle"], "163": ["n02088466", "bloodhound"], "164": ["n02088632", "bluetick"], "165": ["n02089078", "black-and-tan_coonhound"], "166": ["n02089867", "Walker_hound"], "167": ["n02089973", "English_foxhound"], "168": ["n02090379", "redbone"], "169": ["n02090622", "borzoi"], "170": ["n02090721", "Irish_wolfhound"], "171": ["n02091032", "Italian_greyhound"], "172": ["n02091134", "whippet"], "173": ["n02091244", "Ibizan_hound"], "174": ["n02091467", "Norwegian_elkhound"], "175": ["n02091635", "otterhound"], "176": ["n02091831", "Saluki"], "177": ["n02092002", "Scottish_deerhound"], "178": ["n02092339", "Weimaraner"], "179": ["n02093256", "Staffordshire_bullterrier"], "180": ["n02093428", "American_Staffordshire_terrier"], "181": ["n02093647", "Bedlington_terrier"], "182": ["n02093754", "Border_terrier"], "183": ["n02093859", "Kerry_blue_terrier"], "184": ["n02093991", "Irish_terrier"], "185": ["n02094114", "Norfolk_terrier"], "186": ["n02094258", "Norwich_terrier"], "187": ["n02094433", "Yorkshire_terrier"], "188": ["n02095314", "wire-haired_fox_terrier"], "189": ["n02095570", "Lakeland_terrier"], "190": ["n02095889", "Sealyham_terrier"], "191": ["n02096051", "Airedale"], "192": ["n02096177", "cairn"], "193": ["n02096294", "Australian_terrier"], "194": ["n02096437", "Dandie_Dinmont"], "195": ["n02096585", "Boston_bull"], "196": ["n02097047", "miniature_schnauzer"], "197": ["n02097130", "giant_schnauzer"], "198": ["n02097209", "standard_schnauzer"], "199": ["n02097298", "Scotch_terrier"], "200": ["n02097474", "Tibetan_terrier"], "201": ["n02097658", "silky_terrier"], "202": ["n02098105", "soft-coated_wheaten_terrier"], "203": ["n02098286", "West_Highland_white_terrier"], "204": ["n02098413", "Lhasa"], "205": ["n02099267", "flat-coated_retriever"], "206": ["n02099429", "curly-coated_retriever"], "207": ["n02099601", "golden_retriever"], "208": ["n02099712", "Labrador_retriever"], "209": ["n02099849", "Chesapeake_Bay_retriever"], "210": ["n02100236", "German_short-haired_pointer"], "211": ["n02100583", "vizsla"], "212": ["n02100735", "English_setter"], "213": ["n02100877", "Irish_setter"], "214": ["n02101006", "Gordon_setter"], "215": ["n02101388", "Brittany_spaniel"], "216": ["n02101556", "clumber"], "217": ["n02102040", "English_springer"], "218": ["n02102177", "Welsh_springer_spaniel"], "219": ["n02102318", "cocker_spaniel"], "220": ["n02102480", "Sussex_spaniel"], "221": ["n02102973", "Irish_water_spaniel"], "222": ["n02104029", "kuvasz"], "223": ["n02104365", "schipperke"], "224": ["n02105056", "groenendael"], "225": ["n02105162", "malinois"], "226": ["n02105251", "briard"], "227": ["n02105412", "kelpie"], "228": ["n02105505", "komondor"], "229": ["n02105641", "Old_English_sheepdog"], "230": ["n02105855", "Shetland_sheepdog"], "231": ["n02106030", "collie"], "232": ["n02106166", "Border_collie"], "233": ["n02106382", "Bouvier_des_Flandres"], "234": ["n02106550", "Rottweiler"], "235": ["n02106662", "German_shepherd"], "236": ["n02107142", "Doberman"], "237": ["n02107312", "miniature_pinscher"], "238": ["n02107574", "Greater_Swiss_Mountain_dog"], "239": ["n02107683", "Bernese_mountain_dog"], "240": ["n02107908", "Appenzeller"], "241": ["n02108000", "EntleBucher"], "242": ["n02108089", "boxer"], "243": ["n02108422", "bull_mastiff"], "244": ["n02108551", "Tibetan_mastiff"], "245": ["n02108915", "French_bulldog"], "246": ["n02109047", "Great_Dane"], "247": ["n02109525", "Saint_Bernard"], "248": ["n02109961", "Eskimo_dog"], "249": ["n02110063", "malamute"], "250": ["n02110185", "Siberian_husky"], "251": ["n02110341", "dalmatian"], "252": ["n02110627", "affenpinscher"], "253": ["n02110806", "basenji"], "254": ["n02110958", "pug"], "255": ["n02111129", "Leonberg"], "256": ["n02111277", "Newfoundland"], "257": ["n02111500", "Great_Pyrenees"], "258": ["n02111889", "Samoyed"], "259": ["n02112018", "Pomeranian"], "260": ["n02112137", "chow"], "261": ["n02112350", "keeshond"], "262": ["n02112706", "Brabancon_griffon"], "263": ["n02113023", "Pembroke"], "264": ["n02113186", "Cardigan"], "265": ["n02113624", "toy_poodle"], "266": ["n02113712", "miniature_poodle"], "267": ["n02113799", "standard_poodle"], "268": ["n02113978", "Mexican_hairless"], "269": ["n02114367", "timber_wolf"], "270": ["n02114548", "white_wolf"], "271": ["n02114712", "red_wolf"], "272": ["n02114855", "coyote"], "273": ["n02115641", "dingo"], "274": ["n02115913", "dhole"], "275": ["n02116738", "African_hunting_dog"], "276": ["n02117135", "hyena"], "277": ["n02119022", "red_fox"], "278": ["n02119789", "kit_fox"], "279": ["n02120079", "Arctic_fox"], "280": ["n02120505", "grey_fox"], "281": ["n02123045", "tabby"], "282": ["n02123159", "tiger_cat"], "283": ["n02123394", "Persian_cat"], "284": ["n02123597", "Siamese_cat"], "285": ["n02124075", "Egyptian_cat"], "286": ["n02125311", "cougar"], "287": ["n02127052", "lynx"], "288": ["n02128385", "leopard"], "289": ["n02128757", "snow_leopard"], "290": ["n02128925", "jaguar"], "291": ["n02129165", "lion"], "292": ["n02129604", "tiger"], "293": ["n02130308", "cheetah"], "294": ["n02132136", "brown_bear"], "295": ["n02133161", "American_black_bear"], "296": ["n02134084", "ice_bear"], "297": ["n02134418", "sloth_bear"], "298": ["n02137549", "mongoose"], "299": ["n02138441", "meerkat"], "300": ["n02165105", "tiger_beetle"], "301": ["n02165456", "ladybug"], "302": ["n02167151", "ground_beetle"], "303": ["n02168699", "long-horned_beetle"], "304": ["n02169497", "leaf_beetle"], "305": ["n02172182", "dung_beetle"], "306": ["n02174001", "rhinoceros_beetle"], "307": ["n02177972", "weevil"], "308": ["n02190166", "fly"], "309": ["n02206856", "bee"], "310": ["n02219486", "ant"], "311": ["n02226429", "grasshopper"], "312": ["n02229544", "cricket"], "313": ["n02231487", "walking_stick"], "314": ["n02233338", "cockroach"], "315": ["n02236044", "mantis"], "316": ["n02256656", "cicada"], "317": ["n02259212", "leafhopper"], "318": ["n02264363", "lacewing"], "319": ["n02268443", "dragonfly"], "320": ["n02268853", "damselfly"], "321": ["n02276258", "admiral"], "322": ["n02277742", "ringlet"], "323": ["n02279972", "monarch"], "324": ["n02280649", "cabbage_butterfly"], "325": ["n02281406", "sulphur_butterfly"], "326": ["n02281787", "lycaenid"], "327": ["n02317335", "starfish"], "328": ["n02319095", "sea_urchin"], "329": ["n02321529", "sea_cucumber"], "330": ["n02325366", "wood_rabbit"], "331": ["n02326432", "hare"], "332": ["n02328150", "Angora"], "333": ["n02342885", "hamster"], "334": ["n02346627", "porcupine"], "335": ["n02356798", "fox_squirrel"], "336": ["n02361337", "marmot"], "337": ["n02363005", "beaver"], "338": ["n02364673", "guinea_pig"], "339": ["n02389026", "sorrel"], "340": ["n02391049", "zebra"], "341": ["n02395406", "hog"], "342": ["n02396427", "wild_boar"], "343": ["n02397096", "warthog"], "344": ["n02398521", "hippopotamus"], "345": ["n02403003", "ox"], "346": ["n02408429", "water_buffalo"], "347": ["n02410509", "bison"], "348": ["n02412080", "ram"], "349": ["n02415577", "bighorn"], "350": ["n02417914", "ibex"], "351": ["n02422106", "hartebeest"], "352": ["n02422699", "impala"], "353": ["n02423022", "gazelle"], "354": ["n02437312", "Arabian_camel"], "355": ["n02437616", "llama"], "356": ["n02441942", "weasel"], "357": ["n02442845", "mink"], "358": ["n02443114", "polecat"], "359": ["n02443484", "black-footed_ferret"], "360": ["n02444819", "otter"], "361": ["n02445715", "skunk"], "362": ["n02447366", "badger"], "363": ["n02454379", "armadillo"], "364": ["n02457408", "three-toed_sloth"], "365": ["n02480495", "orangutan"], "366": ["n02480855", "gorilla"], "367": ["n02481823", "chimpanzee"], "368": ["n02483362", "gibbon"], "369": ["n02483708", "siamang"], "370": ["n02484975", "guenon"], "371": ["n02486261", "patas"], "372": ["n02486410", "baboon"], "373": ["n02487347", "macaque"], "374": ["n02488291", "langur"], "375": ["n02488702", "colobus"], "376": ["n02489166", "proboscis_monkey"], "377": ["n02490219", "marmoset"], "378": ["n02492035", "capuchin"], "379": ["n02492660", "howler_monkey"], "380": ["n02493509", "titi"], "381": ["n02493793", "spider_monkey"], "382": ["n02494079", "squirrel_monkey"], "383": ["n02497673", "Madagascar_cat"], "384": ["n02500267", "indri"], "385": ["n02504013", "Indian_elephant"], "386": ["n02504458", "African_elephant"], "387": ["n02509815", "lesser_panda"], "388": ["n02510455", "giant_panda"], "389": ["n02514041", "barracouta"], "390": ["n02526121", "eel"], "391": ["n02536864", "coho"], "392": ["n02606052", "rock_beauty"], "393": ["n02607072", "anemone_fish"], "394": ["n02640242", "sturgeon"], "395": ["n02641379", "gar"], "396": ["n02643566", "lionfish"], "397": ["n02655020", "puffer"], "398": ["n02666196", "abacus"], "399": ["n02667093", "abaya"], "400": ["n02669723", "academic_gown"], "401": ["n02672831", "accordion"], "402": ["n02676566", "acoustic_guitar"], "403": ["n02687172", "aircraft_carrier"], "404": ["n02690373", "airliner"], "405": ["n02692877", "airship"], "406": ["n02699494", "altar"], "407": ["n02701002", "ambulance"], "408": ["n02704792", "amphibian"], "409": ["n02708093", "analog_clock"], "410": ["n02727426", "apiary"], "411": ["n02730930", "apron"], "412": ["n02747177", "ashcan"], "413": ["n02749479", "assault_rifle"], "414": ["n02769748", "backpack"], "415": ["n02776631", "bakery"], "416": ["n02777292", "balance_beam"], "417": ["n02782093", "balloon"], "418": ["n02783161", "ballpoint"], "419": ["n02786058", "Band_Aid"], "420": ["n02787622", "banjo"], "421": ["n02788148", "bannister"], "422": ["n02790996", "barbell"], "423": ["n02791124", "barber_chair"], "424": ["n02791270", "barbershop"], "425": ["n02793495", "barn"], "426": ["n02794156", "barometer"], "427": ["n02795169", "barrel"], "428": ["n02797295", "barrow"], "429": ["n02799071", "baseball"], "430": ["n02802426", "basketball"], "431": ["n02804414", "bassinet"], "432": ["n02804610", "bassoon"], "433": ["n02807133", "bathing_cap"], "434": ["n02808304", "bath_towel"], "435": ["n02808440", "bathtub"], "436": ["n02814533", "beach_wagon"], "437": ["n02814860", "beacon"], "438": ["n02815834", "beaker"], "439": ["n02817516", "bearskin"], "440": ["n02823428", "beer_bottle"], "441": ["n02823750", "beer_glass"], "442": ["n02825657", "bell_cote"], "443": ["n02834397", "bib"], "444": ["n02835271", "bicycle-built-for-two"], "445": ["n02837789", "bikini"], "446": ["n02840245", "binder"], "447": ["n02841315", "binoculars"], "448": ["n02843684", "birdhouse"], "449": ["n02859443", "boathouse"], "450": ["n02860847", "bobsled"], "451": ["n02865351", "bolo_tie"], "452": ["n02869837", "bonnet"], "453": ["n02870880", "bookcase"], "454": ["n02871525", "bookshop"], "455": ["n02877765", "bottlecap"], "456": ["n02879718", "bow"], "457": ["n02883205", "bow_tie"], "458": ["n02892201", "brass"], "459": ["n02892767", "brassiere"], "460": ["n02894605", "breakwater"], "461": ["n02895154", "breastplate"], "462": ["n02906734", "broom"], "463": ["n02909870", "bucket"], "464": ["n02910353", "buckle"], "465": ["n02916936", "bulletproof_vest"], "466": ["n02917067", "bullet_train"], "467": ["n02927161", "butcher_shop"], "468": ["n02930766", "cab"], "469": ["n02939185", "caldron"], "470": ["n02948072", "candle"], "471": ["n02950826", "cannon"], "472": ["n02951358", "canoe"], "473": ["n02951585", "can_opener"], "474": ["n02963159", "cardigan"], "475": ["n02965783", "car_mirror"], "476": ["n02966193", "carousel"], "477": ["n02966687", "carpenter's_kit"], "478": ["n02971356", "carton"], "479": ["n02974003", "car_wheel"], "480": ["n02977058", "cash_machine"], "481": ["n02978881", "cassette"], "482": ["n02979186", "cassette_player"], "483": ["n02980441", "castle"], "484": ["n02981792", "catamaran"], "485": ["n02988304", "CD_player"], "486": ["n02992211", "cello"], "487": ["n02992529", "cellular_telephone"], "488": ["n02999410", "chain"], "489": ["n03000134", "chainlink_fence"], "490": ["n03000247", "chain_mail"], "491": ["n03000684", "chain_saw"], "492": ["n03014705", "chest"], "493": ["n03016953", "chiffonier"], "494": ["n03017168", "chime"], "495": ["n03018349", "china_cabinet"], "496": ["n03026506", "Christmas_stocking"], "497": ["n03028079", "church"], "498": ["n03032252", "cinema"], "499": ["n03041632", "cleaver"], "500": ["n03042490", "cliff_dwelling"], "501": ["n03045698", "cloak"], "502": ["n03047690", "clog"], "503": ["n03062245", "cocktail_shaker"], "504": ["n03063599", "coffee_mug"], "505": ["n03063689", "coffeepot"], "506": ["n03065424", "coil"], "507": ["n03075370", "combination_lock"], "508": ["n03085013", "computer_keyboard"], "509": ["n03089624", "confectionery"], "510": ["n03095699", "container_ship"], "511": ["n03100240", "convertible"], "512": ["n03109150", "corkscrew"], "513": ["n03110669", "cornet"], "514": ["n03124043", "cowboy_boot"], "515": ["n03124170", "cowboy_hat"], "516": ["n03125729", "cradle"], "517": ["n03126707", "crane"], "518": ["n03127747", "crash_helmet"], "519": ["n03127925", "crate"], "520": ["n03131574", "crib"], "521": ["n03133878", "Crock_Pot"], "522": ["n03134739", "croquet_ball"], "523": ["n03141823", "crutch"], "524": ["n03146219", "cuirass"], "525": ["n03160309", "dam"], "526": ["n03179701", "desk"], "527": ["n03180011", "desktop_computer"], "528": ["n03187595", "dial_telephone"], "529": ["n03188531", "diaper"], "530": ["n03196217", "digital_clock"], "531": ["n03197337", "digital_watch"], "532": ["n03201208", "dining_table"], "533": ["n03207743", "dishrag"], "534": ["n03207941", "dishwasher"], "535": ["n03208938", "disk_brake"], "536": ["n03216828", "dock"], "537": ["n03218198", "dogsled"], "538": ["n03220513", "dome"], "539": ["n03223299", "doormat"], "540": ["n03240683", "drilling_platform"], "541": ["n03249569", "drum"], "542": ["n03250847", "drumstick"], "543": ["n03255030", "dumbbell"], "544": ["n03259280", "Dutch_oven"], "545": ["n03271574", "electric_fan"], "546": ["n03272010", "electric_guitar"], "547": ["n03272562", "electric_locomotive"], "548": ["n03290653", "entertainment_center"], "549": ["n03291819", "envelope"], "550": ["n03297495", "espresso_maker"], "551": ["n03314780", "face_powder"], "552": ["n03325584", "feather_boa"], "553": ["n03337140", "file"], "554": ["n03344393", "fireboat"], "555": ["n03345487", "fire_engine"], "556": ["n03347037", "fire_screen"], "557": ["n03355925", "flagpole"], "558": ["n03372029", "flute"], "559": ["n03376595", "folding_chair"], "560": ["n03379051", "football_helmet"], "561": ["n03384352", "forklift"], "562": ["n03388043", "fountain"], "563": ["n03388183", "fountain_pen"], "564": ["n03388549", "four-poster"], "565": ["n03393912", "freight_car"], "566": ["n03394916", "French_horn"], "567": ["n03400231", "frying_pan"], "568": ["n03404251", "fur_coat"], "569": ["n03417042", "garbage_truck"], "570": ["n03424325", "gasmask"], "571": ["n03425413", "gas_pump"], "572": ["n03443371", "goblet"], "573": ["n03444034", "go-kart"], "574": ["n03445777", "golf_ball"], "575": ["n03445924", "golfcart"], "576": ["n03447447", "gondola"], "577": ["n03447721", "gong"], "578": ["n03450230", "gown"], "579": ["n03452741", "grand_piano"], "580": ["n03457902", "greenhouse"], "581": ["n03459775", "grille"], "582": ["n03461385", "grocery_store"], "583": ["n03467068", "guillotine"], "584": ["n03476684", "hair_slide"], "585": ["n03476991", "hair_spray"], "586": ["n03478589", "half_track"], "587": ["n03481172", "hammer"], "588": ["n03482405", "hamper"], "589": ["n03483316", "hand_blower"], "590": ["n03485407", "hand-held_computer"], "591": ["n03485794", "handkerchief"], "592": ["n03492542", "hard_disc"], "593": ["n03494278", "harmonica"], "594": ["n03495258", "harp"], "595": ["n03496892", "harvester"], "596": ["n03498962", "hatchet"], "597": ["n03527444", "holster"], "598": ["n03529860", "home_theater"], "599": ["n03530642", "honeycomb"], "600": ["n03532672", "hook"], "601": ["n03534580", "hoopskirt"], "602": ["n03535780", "horizontal_bar"], "603": ["n03538406", "horse_cart"], "604": ["n03544143", "hourglass"], "605": ["n03584254", "iPod"], "606": ["n03584829", "iron"], "607": ["n03590841", "jack-o'-lantern"], "608": ["n03594734", "jean"], "609": ["n03594945", "jeep"], "610": ["n03595614", "jersey"], "611": ["n03598930", "jigsaw_puzzle"], "612": ["n03599486", "jinrikisha"], "613": ["n03602883", "joystick"], "614": ["n03617480", "kimono"], "615": ["n03623198", "knee_pad"], "616": ["n03627232", "knot"], "617": ["n03630383", "lab_coat"], "618": ["n03633091", "ladle"], "619": ["n03637318", "lampshade"], "620": ["n03642806", "laptop"], "621": ["n03649909", "lawn_mower"], "622": ["n03657121", "lens_cap"], "623": ["n03658185", "letter_opener"], "624": ["n03661043", "library"], "625": ["n03662601", "lifeboat"], "626": ["n03666591", "lighter"], "627": ["n03670208", "limousine"], "628": ["n03673027", "liner"], "629": ["n03676483", "lipstick"], "630": ["n03680355", "Loafer"], "631": ["n03690938", "lotion"], "632": ["n03691459", "loudspeaker"], "633": ["n03692522", "loupe"], "634": ["n03697007", "lumbermill"], "635": ["n03706229", "magnetic_compass"], "636": ["n03709823", "mailbag"], "637": ["n03710193", "mailbox"], "638": ["n03710637", "maillot"], "639": ["n03710721", "maillot"], "640": ["n03717622", "manhole_cover"], "641": ["n03720891", "maraca"], "642": ["n03721384", "marimba"], "643": ["n03724870", "mask"], "644": ["n03729826", "matchstick"], "645": ["n03733131", "maypole"], "646": ["n03733281", "maze"], "647": ["n03733805", "measuring_cup"], "648": ["n03742115", "medicine_chest"], "649": ["n03743016", "megalith"], "650": ["n03759954", "microphone"], "651": ["n03761084", "microwave"], "652": ["n03763968", "military_uniform"], "653": ["n03764736", "milk_can"], "654": ["n03769881", "minibus"], "655": ["n03770439", "miniskirt"], "656": ["n03770679", "minivan"], "657": ["n03773504", "missile"], "658": ["n03775071", "mitten"], "659": ["n03775546", "mixing_bowl"], "660": ["n03776460", "mobile_home"], "661": ["n03777568", "Model_T"], "662": ["n03777754", "modem"], "663": ["n03781244", "monastery"], "664": ["n03782006", "monitor"], "665": ["n03785016", "moped"], "666": ["n03786901", "mortar"], "667": ["n03787032", "mortarboard"], "668": ["n03788195", "mosque"], "669": ["n03788365", "mosquito_net"], "670": ["n03791053", "motor_scooter"], "671": ["n03792782", "mountain_bike"], "672": ["n03792972", "mountain_tent"], "673": ["n03793489", "mouse"], "674": ["n03794056", "mousetrap"], "675": ["n03796401", "moving_van"], "676": ["n03803284", "muzzle"], "677": ["n03804744", "nail"], "678": ["n03814639", "neck_brace"], "679": ["n03814906", "necklace"], "680": ["n03825788", "nipple"], "681": ["n03832673", "notebook"], "682": ["n03837869", "obelisk"], "683": ["n03838899", "oboe"], "684": ["n03840681", "ocarina"], "685": ["n03841143", "odometer"], "686": ["n03843555", "oil_filter"], "687": ["n03854065", "organ"], "688": ["n03857828", "oscilloscope"], "689": ["n03866082", "overskirt"], "690": ["n03868242", "oxcart"], "691": ["n03868863", "oxygen_mask"], "692": ["n03871628", "packet"], "693": ["n03873416", "paddle"], "694": ["n03874293", "paddlewheel"], "695": ["n03874599", "padlock"], "696": ["n03876231", "paintbrush"], "697": ["n03877472", "pajama"], "698": ["n03877845", "palace"], "699": ["n03884397", "panpipe"], "700": ["n03887697", "paper_towel"], "701": ["n03888257", "parachute"], "702": ["n03888605", "parallel_bars"], "703": ["n03891251", "park_bench"], "704": ["n03891332", "parking_meter"], "705": ["n03895866", "passenger_car"], "706": ["n03899768", "patio"], "707": ["n03902125", "pay-phone"], "708": ["n03903868", "pedestal"], "709": ["n03908618", "pencil_box"], "710": ["n03908714", "pencil_sharpener"], "711": ["n03916031", "perfume"], "712": ["n03920288", "Petri_dish"], "713": ["n03924679", "photocopier"], "714": ["n03929660", "pick"], "715": ["n03929855", "pickelhaube"], "716": ["n03930313", "picket_fence"], "717": ["n03930630", "pickup"], "718": ["n03933933", "pier"], "719": ["n03935335", "piggy_bank"], "720": ["n03937543", "pill_bottle"], "721": ["n03938244", "pillow"], "722": ["n03942813", "ping-pong_ball"], "723": ["n03944341", "pinwheel"], "724": ["n03947888", "pirate"], "725": ["n03950228", "pitcher"], "726": ["n03954731", "plane"], "727": ["n03956157", "planetarium"], "728": ["n03958227", "plastic_bag"], "729": ["n03961711", "plate_rack"], "730": ["n03967562", "plow"], "731": ["n03970156", "plunger"], "732": ["n03976467", "Polaroid_camera"], "733": ["n03976657", "pole"], "734": ["n03977966", "police_van"], "735": ["n03980874", "poncho"], "736": ["n03982430", "pool_table"], "737": ["n03983396", "pop_bottle"], "738": ["n03991062", "pot"], "739": ["n03992509", "potter's_wheel"], "740": ["n03995372", "power_drill"], "741": ["n03998194", "prayer_rug"], "742": ["n04004767", "printer"], "743": ["n04005630", "prison"], "744": ["n04008634", "projectile"], "745": ["n04009552", "projector"], "746": ["n04019541", "puck"], "747": ["n04023962", "punching_bag"], "748": ["n04026417", "purse"], "749": ["n04033901", "quill"], "750": ["n04033995", "quilt"], "751": ["n04037443", "racer"], "752": ["n04039381", "racket"], "753": ["n04040759", "radiator"], "754": ["n04041544", "radio"], "755": ["n04044716", "radio_telescope"], "756": ["n04049303", "rain_barrel"], "757": ["n04065272", "recreational_vehicle"], "758": ["n04067472", "reel"], "759": ["n04069434", "reflex_camera"], "760": ["n04070727", "refrigerator"], "761": ["n04074963", "remote_control"], "762": ["n04081281", "restaurant"], "763": ["n04086273", "revolver"], "764": ["n04090263", "rifle"], "765": ["n04099969", "rocking_chair"], "766": ["n04111531", "rotisserie"], "767": ["n04116512", "rubber_eraser"], "768": ["n04118538", "rugby_ball"], "769": ["n04118776", "rule"], "770": ["n04120489", "running_shoe"], "771": ["n04125021", "safe"], "772": ["n04127249", "safety_pin"], "773": ["n04131690", "saltshaker"], "774": ["n04133789", "sandal"], "775": ["n04136333", "sarong"], "776": ["n04141076", "sax"], "777": ["n04141327", "scabbard"], "778": ["n04141975", "scale"], "779": ["n04146614", "school_bus"], "780": ["n04147183", "schooner"], "781": ["n04149813", "scoreboard"], "782": ["n04152593", "screen"], "783": ["n04153751", "screw"], "784": ["n04154565", "screwdriver"], "785": ["n04162706", "seat_belt"], "786": ["n04179913", "sewing_machine"], "787": ["n04192698", "shield"], "788": ["n04200800", "shoe_shop"], "789": ["n04201297", "shoji"], "790": ["n04204238", "shopping_basket"], "791": ["n04204347", "shopping_cart"], "792": ["n04208210", "shovel"], "793": ["n04209133", "shower_cap"], "794": ["n04209239", "shower_curtain"], "795": ["n04228054", "ski"], "796": ["n04229816", "ski_mask"], "797": ["n04235860", "sleeping_bag"], "798": ["n04238763", "slide_rule"], "799": ["n04239074", "sliding_door"], "800": ["n04243546", "slot"], "801": ["n04251144", "snorkel"], "802": ["n04252077", "snowmobile"], "803": ["n04252225", "snowplow"], "804": ["n04254120", "soap_dispenser"], "805": ["n04254680", "soccer_ball"], "806": ["n04254777", "sock"], "807": ["n04258138", "solar_dish"], "808": ["n04259630", "sombrero"], "809": ["n04263257", "soup_bowl"], "810": ["n04264628", "space_bar"], "811": ["n04265275", "space_heater"], "812": ["n04266014", "space_shuttle"], "813": ["n04270147", "spatula"], "814": ["n04273569", "speedboat"], "815": ["n04275548", "spider_web"], "816": ["n04277352", "spindle"], "817": ["n04285008", "sports_car"], "818": ["n04286575", "spotlight"], "819": ["n04296562", "stage"], "820": ["n04310018", "steam_locomotive"], "821": ["n04311004", "steel_arch_bridge"], "822": ["n04311174", "steel_drum"], "823": ["n04317175", "stethoscope"], "824": ["n04325704", "stole"], "825": ["n04326547", "stone_wall"], "826": ["n04328186", "stopwatch"], "827": ["n04330267", "stove"], "828": ["n04332243", "strainer"], "829": ["n04335435", "streetcar"], "830": ["n04336792", "stretcher"], "831": ["n04344873", "studio_couch"], "832": ["n04346328", "stupa"], "833": ["n04347754", "submarine"], "834": ["n04350905", "suit"], "835": ["n04355338", "sundial"], "836": ["n04355933", "sunglass"], "837": ["n04356056", "sunglasses"], "838": ["n04357314", "sunscreen"], "839": ["n04366367", "suspension_bridge"], "840": ["n04367480", "swab"], "841": ["n04370456", "sweatshirt"], "842": ["n04371430", "swimming_trunks"], "843": ["n04371774", "swing"], "844": ["n04372370", "switch"], "845": ["n04376876", "syringe"], "846": ["n04380533", "table_lamp"], "847": ["n04389033", "tank"], "848": ["n04392985", "tape_player"], "849": ["n04398044", "teapot"], "850": ["n04399382", "teddy"], "851": ["n04404412", "television"], "852": ["n04409515", "tennis_ball"], "853": ["n04417672", "thatch"], "854": ["n04418357", "theater_curtain"], "855": ["n04423845", "thimble"], "856": ["n04428191", "thresher"], "857": ["n04429376", "throne"], "858": ["n04435653", "tile_roof"], "859": ["n04442312", "toaster"], "860": ["n04443257", "tobacco_shop"], "861": ["n04447861", "toilet_seat"], "862": ["n04456115", "torch"], "863": ["n04458633", "totem_pole"], "864": ["n04461696", "tow_truck"], "865": ["n04462240", "toyshop"], "866": ["n04465501", "tractor"], "867": ["n04467665", "trailer_truck"], "868": ["n04476259", "tray"], "869": ["n04479046", "trench_coat"], "870": ["n04482393", "tricycle"], "871": ["n04483307", "trimaran"], "872": ["n04485082", "tripod"], "873": ["n04486054", "triumphal_arch"], "874": ["n04487081", "trolleybus"], "875": ["n04487394", "trombone"], "876": ["n04493381", "tub"], "877": ["n04501370", "turnstile"], "878": ["n04505470", "typewriter_keyboard"], "879": ["n04507155", "umbrella"], "880": ["n04509417", "unicycle"], "881": ["n04515003", "upright"], "882": ["n04517823", "vacuum"], "883": ["n04522168", "vase"], "884": ["n04523525", "vault"], "885": ["n04525038", "velvet"], "886": ["n04525305", "vending_machine"], "887": ["n04532106", "vestment"], "888": ["n04532670", "viaduct"], "889": ["n04536866", "violin"], "890": ["n04540053", "volleyball"], "891": ["n04542943", "waffle_iron"], "892": ["n04548280", "wall_clock"], "893": ["n04548362", "wallet"], "894": ["n04550184", "wardrobe"], "895": ["n04552348", "warplane"], "896": ["n04553703", "washbasin"], "897": ["n04554684", "washer"], "898": ["n04557648", "water_bottle"], "899": ["n04560804", "water_jug"], "900": ["n04562935", "water_tower"], "901": ["n04579145", "whiskey_jug"], "902": ["n04579432", "whistle"], "903": ["n04584207", "wig"], "904": ["n04589890", "window_screen"], "905": ["n04590129", "window_shade"], "906": ["n04591157", "Windsor_tie"], "907": ["n04591713", "wine_bottle"], "908": ["n04592741", "wing"], "909": ["n04596742", "wok"], "910": ["n04597913", "wooden_spoon"], "911": ["n04599235", "wool"], "912": ["n04604644", "worm_fence"], "913": ["n04606251", "wreck"], "914": ["n04612504", "yawl"], "915": ["n04613696", "yurt"], "916": ["n06359193", "web_site"], "917": ["n06596364", "comic_book"], "918": ["n06785654", "crossword_puzzle"], "919": ["n06794110", "street_sign"], "920": ["n06874185", "traffic_light"], "921": ["n07248320", "book_jacket"], "922": ["n07565083", "menu"], "923": ["n07579787", "plate"], "924": ["n07583066", "guacamole"], "925": ["n07584110", "consomme"], "926": ["n07590611", "hot_pot"], "927": ["n07613480", "trifle"], "928": ["n07614500", "ice_cream"], "929": ["n07615774", "ice_lolly"], "930": ["n07684084", "French_loaf"], "931": ["n07693725", "bagel"], "932": ["n07695742", "pretzel"], "933": ["n07697313", "cheeseburger"], "934": ["n07697537", "hotdog"], "935": ["n07711569", "mashed_potato"], "936": ["n07714571", "head_cabbage"], "937": ["n07714990", "broccoli"], "938": ["n07715103", "cauliflower"], "939": ["n07716358", "zucchini"], "940": ["n07716906", "spaghetti_squash"], "941": ["n07717410", "acorn_squash"], "942": ["n07717556", "butternut_squash"], "943": ["n07718472", "cucumber"], "944": ["n07718747", "artichoke"], "945": ["n07720875", "bell_pepper"], "946": ["n07730033", "cardoon"], "947": ["n07734744", "mushroom"], "948": ["n07742313", "Granny_Smith"], "949": ["n07745940", "strawberry"], "950": ["n07747607", "orange"], "951": ["n07749582", "lemon"], "952": ["n07753113", "fig"], "953": ["n07753275", "pineapple"], "954": ["n07753592", "banana"], "955": ["n07754684", "jackfruit"], "956": ["n07760859", "custard_apple"], "957": ["n07768694", "pomegranate"], "958": ["n07802026", "hay"], "959": ["n07831146", "carbonara"], "960": ["n07836838", "chocolate_sauce"], "961": ["n07860988", "dough"], "962": ["n07871810", "meat_loaf"], "963": ["n07873807", "pizza"], "964": ["n07875152", "potpie"], "965": ["n07880968", "burrito"], "966": ["n07892512", "red_wine"], "967": ["n07920052", "espresso"], "968": ["n07930864", "cup"], "969": ["n07932039", "eggnog"], "970": ["n09193705", "alp"], "971": ["n09229709", "bubble"], "972": ["n09246464", "cliff"], "973": ["n09256479", "coral_reef"], "974": ["n09288635", "geyser"], "975": ["n09332890", "lakeside"], "976": ["n09399592", "promontory"], "977": ["n09421951", "sandbar"], "978": ["n09428293", "seashore"], "979": ["n09468604", "valley"], "980": ["n09472597", "volcano"], "981": ["n09835506", "ballplayer"], "982": ["n10148035", "groom"], "983": ["n10565667", "scuba_diver"], "984": ["n11879895", "rapeseed"], "985": ["n11939491", "daisy"], "986": ["n12057211", "yellow_lady's_slipper"], "987": ["n12144580", "corn"], "988": ["n12267677", "acorn"], "989": ["n12620546", "hip"], "990": ["n12768682", "buckeye"], "991": ["n12985857", "coral_fungus"], "992": ["n12998815", "agaric"], "993": ["n13037406", "gyromitra"], "994": ["n13040303", "stinkhorn"], "995": ["n13044778", "earthstar"], "996": ["n13052670", "hen-of-the-woods"], "997": ["n13054560", "bolete"], "998": ["n13133613", "ear"], "999": ["n15075141", "toilet_tissue"]} \ No newline at end of file diff --git a/tests/flow/test_data/inception-v2-9.onnx b/tests/flow/test_data/inception-v2-9.onnx deleted file mode 100644 index 21aafc68a..000000000 --- a/tests/flow/test_data/inception-v2-9.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:37ed4aa93f817fd0d1cc19bda045ebd70f18d0887a5f51e66ecd0ed8fd5a65c2 -size 45042799 diff --git a/tests/flow/test_data/linear_iris.onnx b/tests/flow/test_data/linear_iris.onnx deleted file mode 100644 index 481461d54..000000000 --- a/tests/flow/test_data/linear_iris.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6889368882d4d1ee4929d567f726621b84c10e68677e8b9d29c35aa07eb35bbd -size 277 diff --git a/tests/flow/test_data/lite-model_imagenet_mobilenet_v3_small_100_224_classification_5_default_1.tflite b/tests/flow/test_data/lite-model_imagenet_mobilenet_v3_small_100_224_classification_5_default_1.tflite deleted file mode 100644 index fbc644337..000000000 --- a/tests/flow/test_data/lite-model_imagenet_mobilenet_v3_small_100_224_classification_5_default_1.tflite +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9df60af7ab24d287a54668e845ea7da1c854086b828a4a4cf46c55c403095053 -size 10209756 diff --git a/tests/flow/test_data/logreg_iris.onnx b/tests/flow/test_data/logreg_iris.onnx deleted file mode 100644 index 6aa6d7625..000000000 --- a/tests/flow/test_data/logreg_iris.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d7503fa810e70165b5dcde956aa3a53029dc4593b75f5a0b87da35a556912244 -size 716 diff --git a/tests/flow/test_data/mnist.onnx b/tests/flow/test_data/mnist.onnx deleted file mode 100644 index 79fe504ea..000000000 --- a/tests/flow/test_data/mnist.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2f06e72de813a8635c9bc0397ac447a601bdbfa7df4bebc278723b958831c9bf -size 26454 diff --git a/tests/flow/test_data/mnist_batched.onnx b/tests/flow/test_data/mnist_batched.onnx deleted file mode 100644 index f83ac03f0..000000000 --- a/tests/flow/test_data/mnist_batched.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:636b79ae04999ef4a8bc2e847f847ac841487c6482cd8763f08be6e770671fea -size 26472 diff --git a/tests/flow/test_data/mnist_model_quant.tflite b/tests/flow/test_data/mnist_model_quant.tflite deleted file mode 100644 index 0a0959f04..000000000 --- a/tests/flow/test_data/mnist_model_quant.tflite +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:752832ebf689bb8efb3cbc9ceaa9b93bda74e74a100ab53c081b19cabcf9c03e -size 3284088 diff --git a/tests/flow/test_data/mobilenet/__init__.py b/tests/flow/test_data/mobilenet/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/tests/flow/test_data/mobilenet/mobilenet_v1_100_224_cpu_NxHxWxC.pb b/tests/flow/test_data/mobilenet/mobilenet_v1_100_224_cpu_NxHxWxC.pb deleted file mode 100644 index 30ba12b3c..000000000 --- a/tests/flow/test_data/mobilenet/mobilenet_v1_100_224_cpu_NxHxWxC.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bbb2752038ff1749d2b55988bb5f6e999a799c19413a0691b82d29f7aec0bab3 -size 17198345 diff --git a/tests/flow/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC.pb b/tests/flow/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC.pb deleted file mode 100644 index 2e8871769..000000000 --- a/tests/flow/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f1fe206dfd3cff261cf403b5757abec886da445a80056e55310ddac0b2805a3b -size 17198345 diff --git a/tests/flow/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC_fp16_trt.pb b/tests/flow/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC_fp16_trt.pb deleted file mode 100644 index 197733e00..000000000 --- a/tests/flow/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC_fp16_trt.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fd925f4b59d8d5035ccb2ecdfbf9b0f47a5ba3acfa81bd5a18536f69021df74a -size 34277746 diff --git a/tests/flow/test_data/mobilenet/mobilenet_v2_1.4_224_frozen.pb b/tests/flow/test_data/mobilenet/mobilenet_v2_1.4_224_frozen.pb deleted file mode 100644 index 41e3481fd..000000000 --- a/tests/flow/test_data/mobilenet/mobilenet_v2_1.4_224_frozen.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:111479258f3841c93d0a7a377c976c24e8281077818991931429d2277dd88590 -size 24508794 diff --git a/tests/flow/test_data/mobilenet/model_saver.py b/tests/flow/test_data/mobilenet/model_saver.py deleted file mode 100644 index 4ba9da4b7..000000000 --- a/tests/flow/test_data/mobilenet/model_saver.py +++ /dev/null @@ -1,49 +0,0 @@ -import tensorflow as tf -import tensorflow_hub as hub -import ml2rt -import argparse -import sys - -url = 'https://tfhub.dev/google/imagenet/mobilenet_v1_100_224/quantops/classification/3' -model_name = 'mobilenet_v1_100_224' -module = hub.Module(url) -batch_size = 1 -number_channels = 3 -height, width = hub.get_expected_image_size(module) -input_var = 'input' -output_var = 'MobilenetV1/Predictions/Reshape_1' - -parser = argparse.ArgumentParser() -parser.add_argument('--gpu', action="store_true", default=False) -parser.add_argument('--input-shape', default="NxHxWxC", type=str) -args = parser.parse_args() -device = 'gpu' if args.gpu else 'cpu' - -gpu_available = tf.test.is_gpu_available( - cuda_only=True, min_cuda_compute_capability=None -) - -if gpu_available is False and args.gpu: - print("No CUDA GPUs found. Exiting...") - sys.exit(1) - -var_converter = tf.compat.v1.graph_util.convert_variables_to_constants - -if args.input_shape == "NxHxWxC": - print("Saving N x H x W x C (1, 224, 224, 3) (with channels_last data format)") - images = tf.compat.v1.placeholder(tf.float32, shape=( - batch_size, height, width, number_channels), name=input_var) -elif args.input_shape == "NxHxWxC": - print("Saving N x C x H x W (1, 3, 224, 224)") - images = tf.placeholder(tf.float32, shape=( - batch_size, number_channels, height, width), name=input_var) -else: - print("inputs shape is either NxHxWxC or NxCxHxW. Exiting...") - sys.exit(1) - -logits = module(images) -logits = tf.identity(logits, output_var) -with tf.compat.v1.Session() as sess: - sess.run([tf.compat.v1.global_variables_initializer()]) - ml2rt.save_tensorflow(sess, '{model_name}_{device}_{input_shape}.pb'.format( - model_name=model_name, device=device, input_shape=args.input_shape), output=[output_var]) diff --git a/tests/flow/test_data/mobilenet_v2_1.4_224_frozen.pb b/tests/flow/test_data/mobilenet_v2_1.4_224_frozen.pb deleted file mode 100644 index 41e3481fd..000000000 --- a/tests/flow/test_data/mobilenet_v2_1.4_224_frozen.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:111479258f3841c93d0a7a377c976c24e8281077818991931429d2277dd88590 -size 24508794 diff --git a/tests/flow/test_data/model_with_external_initializers.onnx b/tests/flow/test_data/model_with_external_initializers.onnx deleted file mode 100644 index ab5470e22..000000000 --- a/tests/flow/test_data/model_with_external_initializers.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:52b38a69e506b85e7f73c4a337e2674b5909d037ea94f3d0621c049a96f3e5a1 -size 173 diff --git a/tests/flow/test_data/model_with_infinite_loop.onnx b/tests/flow/test_data/model_with_infinite_loop.onnx deleted file mode 100644 index a4475545e..000000000 --- a/tests/flow/test_data/model_with_infinite_loop.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:85848c4e1f96f47b62a178d67a6785b3734a5387c6f42064673d794430290862 -size 692 diff --git a/tests/flow/test_data/mul_1.onnx b/tests/flow/test_data/mul_1.onnx deleted file mode 100644 index c34899b6b..000000000 --- a/tests/flow/test_data/mul_1.onnx +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:71f431c4e9321ec6fbeb158d02ed240459a7dcc98673fa79a4f439ce42efaf10 -size 130 diff --git a/tests/flow/test_data/old_script.txt b/tests/flow/test_data/old_script.txt deleted file mode 100644 index 34e4b9317..000000000 --- a/tests/flow/test_data/old_script.txt +++ /dev/null @@ -1,5 +0,0 @@ -def bar(a, b): - return a + b - -def bar_variadic(a, args : List[Tensor]): - return args[0] + args[1] diff --git a/tests/flow/test_data/one.png b/tests/flow/test_data/one.png deleted file mode 100644 index 9ce36f552c2359f9459a571a9a240128981729b2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 288 zcmeAS@N?(olHy`uVBq!ia0vp^G9b(WBpAZe8a#j$XMsm#F$061G6*wPEVVBK3bL1Y z`ns||W@F{DRCay0AEaEe#5JPCIX^cyHLrxhxhOTUBsE2$JhLQ2!QIn0AiR-J9H?lP zr;B5V#`)v~39kmp*5?;9em-N>TdG~ZZ-x6KqlFn)QWAf)I$zr6_V)Mo`WvciPnZ7t zmz3r_DW&m}ksRNnU-I#pAG#7Jn)qK#-?PO#mKV?p#*S;UilKO)`z25%+f8nv`%k#g7 d+ejT*${S diff --git a/tests/flow/test_data/one.raw b/tests/flow/test_data/one.raw deleted file mode 100644 index 7c0d23e71..000000000 --- a/tests/flow/test_data/one.raw +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:613a20a246e530d29d9198eb89c9a1cac09607d398009e9b96471c4d3a546b3e -size 3136 diff --git a/tests/flow/test_data/onnx_batch.py b/tests/flow/test_data/onnx_batch.py deleted file mode 100644 index e5c14d06a..000000000 --- a/tests/flow/test_data/onnx_batch.py +++ /dev/null @@ -1,38 +0,0 @@ -# From https://github.com/onnx/onnx/issues/2182#issuecomment-513888258 - -import onnx - -def change_input_dim(model): - sym_batch_dim = -1 - - inputs = model.graph.input - for input in inputs: - if "Input" not in input.name: - continue - dim1 = input.type.tensor_type.shape.dim[0] - dim1.dim_value = sym_batch_dim - - nodes = model.graph.node - for node in nodes: - if node.op_type != 'Reshape': - continue - shape_node = [el for el in node.input if 'shape' in el][0] - shape = [el for el in model.graph.initializer if el.name == shape_node][0] - if shape.int64_data[0] == 1: - shape.int64_data[0] = sym_batch_dim - - -def apply(transform, infile, outfile): - model = onnx.load(infile) - transform(model) - onnx.save(model, outfile) - - -if __name__ == '__main__': - import sys - - infile = sys.argv[1] - outfile = sys.argv[2] - - apply(change_input_dim, infile, outfile) - diff --git a/tests/flow/test_data/onnx_batchdim_mismatch.py b/tests/flow/test_data/onnx_batchdim_mismatch.py deleted file mode 100644 index fea913578..000000000 --- a/tests/flow/test_data/onnx_batchdim_mismatch.py +++ /dev/null @@ -1,17 +0,0 @@ -import torch - -class MyModule(torch.nn.Module): - def __init__(self): - super(MyModule, self).__init__() - - def forward(self, a, b): - return a, torch.tensor([]) - - -my_module = MyModule() - -dummy = (torch.rand(2), torch.rand(2)) -torch.onnx.export(my_module, dummy, "batchdim_mismatch.onnx") - -my_module_traced = torch.jit.trace(my_module, dummy) -torch.jit.save(my_module_traced, "batchdim_mismatch.pt") diff --git a/tests/flow/test_data/onnx_string_identity.py b/tests/flow/test_data/onnx_string_identity.py deleted file mode 100644 index e9d82128b..000000000 --- a/tests/flow/test_data/onnx_string_identity.py +++ /dev/null @@ -1,18 +0,0 @@ -import onnx -from onnx import helper, TensorProto, ModelProto, defs - -# Create string_identity op -string_input = helper.make_tensor_value_info('input:0', TensorProto.STRING, [2, 2]) -string_output = helper.make_tensor_value_info('output:0', TensorProto.STRING, [2, 2]) -string_identity_def = helper.make_node('Identity', - inputs=['input:0'], - outputs=['output:0'], - name='StringIdentity') - -# Make a graph that contains this single op -graph_def = helper.make_graph(nodes=[string_identity_def], name='optional_input_graph', inputs=[string_input], - outputs=[string_output]) - -model_def = helper.make_model(graph_def) -onnx.checker.check_model(model_def) -onnx.save(model_def, "identity_string.onnx") diff --git a/tests/flow/test_data/panda-224x224.jpg b/tests/flow/test_data/panda-224x224.jpg deleted file mode 100755 index c6613dc68..000000000 --- a/tests/flow/test_data/panda-224x224.jpg +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2a375ba3c31e263601d71b0e84245760c6c231135a99a692d473d1b6346f3bb4 -size 33080 diff --git a/tests/flow/test_data/panda.jpg b/tests/flow/test_data/panda.jpg deleted file mode 100644 index 413902a8f..000000000 --- a/tests/flow/test_data/panda.jpg +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2389d1990f74682ab3fb7df3e31ef15d7da7cd0368f85c594f74c76a3eebc0ad -size 116068 diff --git a/tests/flow/test_data/pt-minimal-bb.pt b/tests/flow/test_data/pt-minimal-bb.pt deleted file mode 100644 index 2470afdad..000000000 --- a/tests/flow/test_data/pt-minimal-bb.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:dd657a26454418d7bfd2c02fe76fc15166f6845ec14efa9653ffdc019b021008 -size 1514 diff --git a/tests/flow/test_data/pt-minimal.pt b/tests/flow/test_data/pt-minimal.pt deleted file mode 100644 index 876f669f9..000000000 --- a/tests/flow/test_data/pt-minimal.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a13b18b02c46750857f454a6e38e73c32413ee8c7f0bf3e3fa8e63cbbfbc1302 -size 1352 diff --git a/tests/flow/test_data/pt_minimal.py b/tests/flow/test_data/pt_minimal.py deleted file mode 100644 index d94bfc983..000000000 --- a/tests/flow/test_data/pt_minimal.py +++ /dev/null @@ -1,15 +0,0 @@ -import torch - - -class MyModule(torch.jit.ScriptModule): - def __init__(self): - super(MyModule, self).__init__() - - @torch.jit.script_method - def forward(self, a, b): - return a + b - - -my_script_module = MyModule() -print(my_script_module(torch.rand(2), torch.rand(2))) -my_script_module.save("pt-minimal.pt") diff --git a/tests/flow/test_data/pt_minimal_bb.py b/tests/flow/test_data/pt_minimal_bb.py deleted file mode 100644 index 5d64986f9..000000000 --- a/tests/flow/test_data/pt_minimal_bb.py +++ /dev/null @@ -1,15 +0,0 @@ -import torch - - -class MyModule(torch.jit.ScriptModule): - def __init__(self): - super(MyModule, self).__init__() - - @torch.jit.script_method - def forward(self, a, b): - return a + b, torch.ones(1) - - -my_script_module = MyModule() -print(my_script_module(torch.rand(2), torch.rand(2))) -my_script_module.save("pt-minimal-bb.pt") diff --git a/tests/flow/test_data/rdb_test_prep_script.py b/tests/flow/test_data/rdb_test_prep_script.py deleted file mode 100644 index c4d9d4190..000000000 --- a/tests/flow/test_data/rdb_test_prep_script.py +++ /dev/null @@ -1,61 +0,0 @@ -# When update of RDB encoding version is needed, use this script to load models and scripts to RedisAI with the new -# RDB encoding, dump the content as RDB strings and add those to a the new encoding test on test_serializations.py -import redis - -RDB_Version = "V3" - - -def load_file_content(filename): - with open(filename, 'rb') as f: - return f.read() - - -def main(): - con = redis.Redis() - - # TENSOR - con.execute_command('AI.TENSORSET', 'tensor{1}', 'INT32', 2, 1, 'VALUES', 1, 2) - - # TF - model_pb = load_file_content('graph.pb') - con.execute_command('AI.MODELSTORE', 'tf_graph{1}', 'TF', 'CPU', - 'TAG', f'TF_GRAPH_{RDB_Version}', 'BATCHSIZE', 4, 'MINBATCHSIZE', 2, 'MINBATCHTIMEOUT', 1000, - 'INPUTS', 2, 'a', 'b', 'OUTPUTS', 1, 'mul', 'BLOB', model_pb) - - # TORCH - model_pb = load_file_content('pt-minimal.pt') - con.execute_command('AI.MODELSTORE', 'pt_minimal{1}', 'TORCH', 'CPU', - 'TAG', f'PT_MINIMAL_{RDB_Version}', 'BATCHSIZE', 4, 'MINBATCHSIZE', 2, 'MINBATCHTIMEOUT', 1000, - 'BLOB', model_pb) - - # ONNX - model_pb = load_file_content('linear_iris.onnx') - con.execute_command('AI.MODELSTORE', 'linear_iris{1}', 'ONNX', 'CPU', - 'TAG', f'ONNX_LINEAR_IRIS_{RDB_Version}', 'BATCHSIZE', 4, 'MINBATCHSIZE', 2, 'MINBATCHTIMEOUT', 1000, - 'BLOB', model_pb) - - # TORCH SCRIPT - script = load_file_content('script.txt') - con.execute_command('AI.SCRIPTSTORE', 'torch_script{1}', 'CPU', - 'TAG', f'TORCH_SCRIPT_{RDB_Version}', 'ENTRY_POINTS', 2, 'bar', 'bar_variadic', - 'SOURCE', script) - - print('tensor dump') - print(con.dump('tensor{1}')) - - print('tf dump') - print(con.dump('tf_graph{1}')) - - print('torch dump') - print(con.dump('pt_minimal{1}')) - - print('onnx dump') - print(con.dump('linear_iris{1}')) - - print('script dump') - print(con.dump('torch_script{1}')) - -if __name__== "__main__": - main() - - diff --git a/tests/flow/test_data/redis_scripts.py b/tests/flow/test_data/redis_scripts.py deleted file mode 100644 index 7eb4b9a0d..000000000 --- a/tests/flow/test_data/redis_scripts.py +++ /dev/null @@ -1,112 +0,0 @@ - -def redis_string_int_to_tensor(redis_value: Any): - return torch.tensor(int(str(redis_value))) - - -def redis_string_float_to_tensor(redis_value: Any): - return torch.tensor(float(str((redis_value)))) - - -def redis_int_to_tensor(redis_value: int): - return torch.tensor(redis_value) - - -def redis_int_list_to_tensor(redis_value: Any): - values = redis.asList(redis_value) - l = [torch.tensor(int(str(v))).reshape(1,1) for v in values] - return torch.cat(l, dim=0) - - -def redis_hash_to_tensor(redis_value: Any): - values = redis.asList(redis_value) - l = [torch.tensor(int(str(v))).reshape(1,1) for v in values] - return torch.cat(l, dim=0) - -def test_redis_error(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - redis.execute("SET", key) - -def test_redis_command_error(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - redis.execute("SET", key) # missing the required value argument - -def test_redis_error_message(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - redis.execute("HSET", key, "field", "value") - redis.execute("RPUSH", key, "some_value") # list command on a hash type - -def test_int_set_get(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - value = args[0] - redis.execute("SET", key, value) - res = redis.execute("GET", key) - redis.execute("DEL", key) - return redis_string_int_to_tensor(res) - -def test_int_set_incr(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - value = args[0] - redis.execute("SET", key, value) - res = redis.execute("INCR", key) - redis.execute("DEL", key) - return redis_string_int_to_tensor(res) - -def test_float_set_get(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - value = args[0] - redis.execute("SET", key, value) - res = redis.execute("GET", key) - redis.execute("DEL", key) - return redis_string_float_to_tensor(res) - -def test_int_list(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - for value in args: - redis.execute("RPUSH", key, value) - res = redis.execute("LRANGE", key, "0", str(len(args))) - redis.execute("DEL", key) - return redis_int_list_to_tensor(res) - - -def test_str_list(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - for value in args: - redis.execute("RPUSH", key, value) - - -def test_hash(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - command_args = [key] - for s in args: - command_args.append(s) - redis.execute("HSET", command_args) - res = redis.execute("HVALS", key) - redis.execute("DEL", key) - return redis_hash_to_tensor(res) - - -def test_set_key(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - value = args[0] - redis.execute("SET", [key, value]) - - -def test_del_key(tensors: List[Tensor], keys: List[str], args: List[str]): - key = keys[0] - redis.execute("DEL", [key]) - - -def test_model_execute(tensors: List[Tensor], keys: List[str], args: List[str]): - a = torch.tensor([[2.0, 3.0], [2.0, 3.0]]) - b = torch.tensor([[2.0, 3.0], [2.0, 3.0]]) - return redisAI.model_execute(keys[0], [a, b], 1) # assume keys[0] is the model key name saved in redis - - -def test_model_execute_onnx(tensors: List[Tensor], keys: List[str], args: List[str]): - a = torch.tensor([[1.0, 2.0], [3.0, 4.0], [5.0, 6.0]]) - return redisAI.model_execute(keys[0], [a], 1) # assume keys[0] is the model key name saved in redis - - -def test_model_execute_onnx_bad_input(tensors: List[Tensor], keys: List[str], args: List[str]): - a = torch.tensor([1.0, 2.0, 3.0, 4.0, 5.0, 6.0]) - return redisAI.model_execute(keys[0], [a], 1) # assume keys[0] is the model key name saved in redis diff --git a/tests/flow/test_data/script.txt b/tests/flow/test_data/script.txt deleted file mode 100644 index f7a0d0397..000000000 --- a/tests/flow/test_data/script.txt +++ /dev/null @@ -1,14 +0,0 @@ -def bar(tensors: List[Tensor], keys: List[str], args: List[str]): - a = tensors[0] - b = tensors[1] - return a + b - -def bar_variadic(tensors: List[Tensor], keys: List[str], args: List[str]): - a = tensors[0] - l = tensors[1:] - return a + l[0] - -def long_func(tensors: List[Tensor], keys: List[str], args: List[str]): - sum=0 - for i in range(10000000): - sum+=1 diff --git a/tests/flow/test_data/script_bad.txt b/tests/flow/test_data/script_bad.txt deleted file mode 100644 index 2072eccb5..000000000 --- a/tests/flow/test_data/script_bad.txt +++ /dev/null @@ -1,9 +0,0 @@ -def bar(tensors: List[Tensor], keys: List[str], args: List[Tensor]): - a = tensors[0] - b = tensors[1] - return a + b - -def bar_variadic(tensors: List[Tensor], keys: List[str], args: List[str]): - a = tensors[0] - l = tensors[1:] - return a + l[0] diff --git a/tests/flow/test_data/tf-minimal.py b/tests/flow/test_data/tf-minimal.py deleted file mode 100644 index 22fb4582c..000000000 --- a/tests/flow/test_data/tf-minimal.py +++ /dev/null @@ -1,17 +0,0 @@ -import tensorflow as tf -from tensorflow.python.framework.graph_util import convert_variables_to_constants - -with tf.Session() as sess: - - a = tf.placeholder(tf.float32, name='a') - b = tf.placeholder(tf.float32, name='b') - - c = a * b - - c = tf.identity(c, name='c') - - # res = sess.run(c, feed_dict = {a: 3.0, b: 4.0}) - - frozen_graph = convert_variables_to_constants(sess, sess.graph_def, ['c']) - tf.train.write_graph(frozen_graph, './', 'graph.pb', as_text=False) - diff --git a/tests/flow/test_data/tf2-minimal.py b/tests/flow/test_data/tf2-minimal.py deleted file mode 100644 index 7dd4b6bab..000000000 --- a/tests/flow/test_data/tf2-minimal.py +++ /dev/null @@ -1,32 +0,0 @@ -import tensorflow as tf -from tensorflow import keras -from tensorflow.python.framework.convert_to_constants import convert_variables_to_constants_v2 -import numpy as np - -# From https://github.com/leimao/Frozen_Graph_TensorFlow - -tf.random.set_seed(seed=0) - -model = keras.Sequential(layers=[ - keras.layers.InputLayer(input_shape=(28, 28), name="input"), - keras.layers.Flatten(input_shape=(28, 28), name="flatten"), - keras.layers.Dense(128, activation="relu", name="dense"), - keras.layers.Dense(10, activation="softmax", name="output") - ], name="FCN") - -model.compile(optimizer="adam", - loss="sparse_categorical_crossentropy", - metrics=["accuracy"]) - -full_model = tf.function(lambda x: model(x)) -full_model = full_model.get_concrete_function( - tf.TensorSpec(model.inputs[0].shape, model.inputs[0].dtype)) - -frozen_func = convert_variables_to_constants_v2(full_model) -frozen_func.graph.as_graph_def() - -tf.io.write_graph(graph_or_graph_def=frozen_func.graph, - logdir=".", - name="graph_v2.pb", - as_text=False) - diff --git a/tests/flow/test_data/tf_string_identity.py b/tests/flow/test_data/tf_string_identity.py deleted file mode 100644 index 49bbd008c..000000000 --- a/tests/flow/test_data/tf_string_identity.py +++ /dev/null @@ -1,10 +0,0 @@ -import tensorflow as tf -from tensorflow.python.framework.graph_util import convert_variables_to_constants - -with tf.compat.v1.Session() as sess: - - a = tf.compat.v1.placeholder(tf.string, name='input_str') - c = tf.identity(a, name='c') - - frozen_graph = convert_variables_to_constants(sess, sess.graph_def, ['c']) - tf.compat.v1.train.write_graph(frozen_graph, './', 'identity_string.pb', as_text=False) diff --git a/tests/flow/tests_setup/tests.sh b/tests/flow/tests_setup/tests.sh index 7a7df22c2..c8111d9fd 100755 --- a/tests/flow/tests_setup/tests.sh +++ b/tests/flow/tests_setup/tests.sh @@ -46,14 +46,6 @@ help() { #---------------------------------------------------------------------------------------------- -install_git_lfs() { - [[ $NO_LFS == 1 ]] && return - [[ $(git lfs env > /dev/null 2>&1 ; echo $?) != 0 ]] && git lfs install - git lfs pull -} - -#---------------------------------------------------------------------------------------------- - check_redis_server() { if ! command -v redis-server > /dev/null; then echo "Cannot find redis-server. Aborting." @@ -94,6 +86,17 @@ valgrind_summary() { #---------------------------------------------------------------------------------------------- +get_tests_data() { + local TEST_DATA_PATH=$ROOT/tests/flow/test_data + if [ ! "$(ls -A $TEST_DATA_PATH)" ]; then + echo "Downloading tests data from s3:" + aws s3 cp --recursive s3://dev.cto.redis/RedisAI/test_data/ $ROOT/tests/flow/test_data + echo "Done" + fi +} + +#---------------------------------------------------------------------------------------------- + run_tests() { local title="$1" [[ ! -z $title ]] && { $ROOT/opt/readies/bin/sep -0; printf "Tests with $title:\n\n"; } @@ -137,9 +140,9 @@ fi cd $ROOT/tests/flow/tests_setup -install_git_lfs check_redis_server ./Install_RedisGears.sh +get_tests_data [[ ! -z $REDIS ]] && RL_TEST_ARGS+=" --env exiting-env --existing-env-addr $REDIS" run_tests "redis-server: $REDIS" [[ $GEN == 1 ]] && run_tests From 1884e78bf7302d89dd4bdcf5641ddda2a9db9d0e Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 15:24:02 +0300 Subject: [PATCH 02/24] Override credentials for getting the test data from s3 --- .circleci/config.yml | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index b214be41c..3faacc781 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -1,4 +1,6 @@ version: 2.1 +orbs: + aws-s3: circleci/aws-s3@3.0.0 commands: @@ -127,9 +129,6 @@ commands: keys: - v1.2.5-deps-{{ checksum "get_deps.sh" }}-cpu # If no exact match is found will get dependencies from source - - restore_cache: - keys: - - v1.2.5-tests_data - setup-build-system - run: name: Install dependencies @@ -140,6 +139,16 @@ commands: paths: - deps key: v1.2.5-deps-{{ checksum "get_deps.sh" }}-cpu + - restore_cache: + keys: + - v1.2.5-tests_data + - aws-s3/sync: + arguments: | + --recursive + aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA + aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA + from: s3://dev.cto.redis/RedisAI/test_data/ + to: tests/flow/test_data - save_cache: paths: - tests/flow/tests/test_data From 99e29a5938b69d4c3bce48811dccf59d5db7a52a Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 16:09:55 +0300 Subject: [PATCH 03/24] Change cp to sync (and loose recursive arg) --- .circleci/config.yml | 2 -- tests/flow/tests_setup/tests.sh | 2 +- 2 files changed, 1 insertion(+), 3 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 3faacc781..943f86196 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -143,8 +143,6 @@ commands: keys: - v1.2.5-tests_data - aws-s3/sync: - arguments: | - --recursive aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA from: s3://dev.cto.redis/RedisAI/test_data/ diff --git a/tests/flow/tests_setup/tests.sh b/tests/flow/tests_setup/tests.sh index c8111d9fd..1ab7d6a86 100755 --- a/tests/flow/tests_setup/tests.sh +++ b/tests/flow/tests_setup/tests.sh @@ -90,7 +90,7 @@ get_tests_data() { local TEST_DATA_PATH=$ROOT/tests/flow/test_data if [ ! "$(ls -A $TEST_DATA_PATH)" ]; then echo "Downloading tests data from s3:" - aws s3 cp --recursive s3://dev.cto.redis/RedisAI/test_data/ $ROOT/tests/flow/test_data + aws s3 sync s3://dev.cto.redis/RedisAI/test_data/ $ROOT/tests/flow/test_data echo "Done" fi } From 5b528e415ab427f973827a9445e3e5aea1849056 Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 16:55:30 +0300 Subject: [PATCH 04/24] Add aws-region --- .circleci/config.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.circleci/config.yml b/.circleci/config.yml index 943f86196..69b15b50e 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -145,6 +145,7 @@ commands: - aws-s3/sync: aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA + aws-region: eu-west-1 from: s3://dev.cto.redis/RedisAI/test_data/ to: tests/flow/test_data - save_cache: From e4e22e92a858d93d6baa7f78e191be186f242b84 Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 16:56:58 +0300 Subject: [PATCH 05/24] Add aws-region fix --- .circleci/config.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 69b15b50e..0e89e743c 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -145,7 +145,7 @@ commands: - aws-s3/sync: aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA - aws-region: eu-west-1 + aws-region: "eu-west-1" from: s3://dev.cto.redis/RedisAI/test_data/ to: tests/flow/test_data - save_cache: From 301c3c2839499e440ac255fdecc768fa71bb1a3d Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 17:11:40 +0300 Subject: [PATCH 06/24] Add aws-region fix - use env var --- .circleci/config.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 0e89e743c..ec1cb9bdd 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -145,7 +145,7 @@ commands: - aws-s3/sync: aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA - aws-region: "eu-west-1" + aws-region: AWS_REGION_TEST_DATA from: s3://dev.cto.redis/RedisAI/test_data/ to: tests/flow/test_data - save_cache: From c63a254777d775b5d61ed91adf5928e0359ce11d Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 17:45:14 +0300 Subject: [PATCH 07/24] try copy instead of sync --- .circleci/config.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index ec1cb9bdd..52ce62c00 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -142,7 +142,8 @@ commands: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/sync: + - aws-s3/copy: + arguments: '--recursive' aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA aws-region: AWS_REGION_TEST_DATA From 8ccb02bc23d88d00af88073a528c314bb28c62c2 Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 17:56:34 +0300 Subject: [PATCH 08/24] use source region arg --- .circleci/config.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 52ce62c00..527620994 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -142,8 +142,8 @@ commands: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/copy: - arguments: '--recursive' + - aws-s3/sync: + arguments: --source-region us-west-1 aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA aws-region: AWS_REGION_TEST_DATA From 0bf14402f69579df4611458cd4551901670e55b9 Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 18:11:38 +0300 Subject: [PATCH 09/24] use source region arg fix --- .circleci/config.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 527620994..c9e3a07be 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -143,7 +143,7 @@ commands: keys: - v1.2.5-tests_data - aws-s3/sync: - arguments: --source-region us-west-1 + arguments: --source-region eu-west-1 aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA aws-region: AWS_REGION_TEST_DATA From 4f542bb438c07ff56a75a8cd6bdc630d8139a6a7 Mon Sep 17 00:00:00 2001 From: alon Date: Mon, 6 Jun 2022 19:54:24 +0300 Subject: [PATCH 10/24] Use context for jobs that access s3 --- .circleci/config.yml | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/.circleci/config.yml b/.circleci/config.yml index c9e3a07be..cc0f0625b 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -198,6 +198,9 @@ commands: name: Build for valgrind command: | make -C opt all VALGRIND=1 SHOW=1 + - restore_cache: + keys: + - v1.2.5-tests_data - run: name: Test with valgrind command: | @@ -225,6 +228,9 @@ commands: paths: - deps key: v1.2.5-deps-{{ checksum "get_deps.sh" }}-gpu + - restore_cache: + keys: + - v1.2.5-tests_data - run: name: Test command: | @@ -347,6 +353,16 @@ jobs: name: Build for coverage command: | make -C opt all COV=1 SHOW=1 + - restore_cache: + keys: + - v1.2.5-tests_data + - aws-s3/sync: + arguments: --source-region eu-west-1 + aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA + aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA + aws-region: AWS_REGION_TEST_DATA + from: s3://dev.cto.redis/RedisAI/test_data/ + to: tests/flow/test_data - run: name: Test with coverage command: | @@ -592,6 +608,7 @@ workflows: - lint: <<: *on-any-branch - build-and-test: + context: common <<: *on-any-branch <<: *after-linter - build-and-test-gpu: From f7efd2ff582e72472ca1b84d0d6663248ad767f1 Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 00:05:44 +0300 Subject: [PATCH 11/24] change to copy --- .circleci/config.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index cc0f0625b..6b34ea6e2 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -142,8 +142,8 @@ commands: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/sync: - arguments: --source-region eu-west-1 + - aws-s3/copy: + arguments: --recursive aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA aws-region: AWS_REGION_TEST_DATA @@ -356,8 +356,8 @@ jobs: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/sync: - arguments: --source-region eu-west-1 + - aws-s3/copy: + arguments: --recursive aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA aws-region: AWS_REGION_TEST_DATA From 1afcbde86548022feda696bcc8c7cdb8cfcbbd61 Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 00:22:05 +0300 Subject: [PATCH 12/24] revert to synk after applying bucket policy --- .circleci/config.yml | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 6b34ea6e2..00878e1cc 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -142,8 +142,7 @@ commands: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/copy: - arguments: --recursive + - aws-s3/synk: aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA aws-region: AWS_REGION_TEST_DATA @@ -356,8 +355,7 @@ jobs: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/copy: - arguments: --recursive + - aws-s3/synk: aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA aws-region: AWS_REGION_TEST_DATA From bc59fdbccbe7a8c6c9196d4c0319e43870644ad7 Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 00:23:49 +0300 Subject: [PATCH 13/24] fix typo --- .circleci/config.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 00878e1cc..7e7f6d236 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -142,7 +142,7 @@ commands: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/synk: + - aws-s3/sync: aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA aws-region: AWS_REGION_TEST_DATA @@ -355,7 +355,7 @@ jobs: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/synk: + - aws-s3/sync: aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA aws-region: AWS_REGION_TEST_DATA From 439ced54614979d003f6faa42dc25999fb948bec Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 10:57:07 +0300 Subject: [PATCH 14/24] Remove orb, use test_data profile for credentials --- .circleci/config.yml | 34 ++++++++++++++++++++-------------- 1 file changed, 20 insertions(+), 14 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 7e7f6d236..c188c0701 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -1,6 +1,4 @@ version: 2.1 -orbs: - aws-s3: circleci/aws-s3@3.0.0 commands: @@ -142,12 +140,16 @@ commands: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/sync: - aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA - aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA - aws-region: AWS_REGION_TEST_DATA - from: s3://dev.cto.redis/RedisAI/test_data/ - to: tests/flow/test_data + - run: + name: Set S3 cradentials + command: | + aws configure --profile test_data set aws_access_key_id AWS_ACCESS_KEY_TEST_DATA + aws configure --profile test_data set aws-secret-access-key AWS_SECRET_ACCESS_KEY_TEST_DATA + aws configure --profile test_data set aws-region AWS_REGION_TEST_DATA + - run: + name: Fetch test data from S3 + command: | + aws --profile test_data s3 sync s3://dev.cto.redis/RedisAI/test_data/ tests/flow/test_data - save_cache: paths: - tests/flow/tests/test_data @@ -355,12 +357,16 @@ jobs: - restore_cache: keys: - v1.2.5-tests_data - - aws-s3/sync: - aws-access-key-id: AWS_ACCESS_KEY_TEST_DATA - aws-secret-access-key: AWS_SECRET_ACCESS_KEY_TEST_DATA - aws-region: AWS_REGION_TEST_DATA - from: s3://dev.cto.redis/RedisAI/test_data/ - to: tests/flow/test_data + - run: + name: Set S3 cradentials + command: | + aws configure --profile test_data set aws_access_key_id AWS_ACCESS_KEY_TEST_DATA + aws configure --profile test_data set aws-secret-access-key AWS_SECRET_ACCESS_KEY_TEST_DATA + aws configure --profile test_data set aws-region AWS_REGION_TEST_DATA + - run: + name: Fetch test data from S3 + command: | + aws --profile test_data s3 sync s3://dev.cto.redis/RedisAI/test_data/ tests/flow/test_data - run: name: Test with coverage command: | From ca3bfc3c43dd8ac7a51f9394f0f6ed5ee7d2973a Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 11:09:05 +0300 Subject: [PATCH 15/24] fix var name (use underscore) in aws configure --- .circleci/config.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index c188c0701..7ef0149f1 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -144,8 +144,8 @@ commands: name: Set S3 cradentials command: | aws configure --profile test_data set aws_access_key_id AWS_ACCESS_KEY_TEST_DATA - aws configure --profile test_data set aws-secret-access-key AWS_SECRET_ACCESS_KEY_TEST_DATA - aws configure --profile test_data set aws-region AWS_REGION_TEST_DATA + aws configure --profile test_data set aws_secret_access_key AWS_SECRET_ACCESS_KEY_TEST_DATA + aws configure --profile test_data set aws_region AWS_REGION_TEST_DATA - run: name: Fetch test data from S3 command: | @@ -361,8 +361,8 @@ jobs: name: Set S3 cradentials command: | aws configure --profile test_data set aws_access_key_id AWS_ACCESS_KEY_TEST_DATA - aws configure --profile test_data set aws-secret-access-key AWS_SECRET_ACCESS_KEY_TEST_DATA - aws configure --profile test_data set aws-region AWS_REGION_TEST_DATA + aws configure --profile test_data set aws_secret_access_key AWS_SECRET_ACCESS_KEY_TEST_DATA + aws configure --profile test_data set aws_region AWS_REGION_TEST_DATA - run: name: Fetch test data from S3 command: | From 9ec230fa382d719f4b33ada618dc554b89ce0474 Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 11:33:52 +0300 Subject: [PATCH 16/24] Use $ for env var --- .circleci/config.yml | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 7ef0149f1..473fbc561 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -143,9 +143,9 @@ commands: - run: name: Set S3 cradentials command: | - aws configure --profile test_data set aws_access_key_id AWS_ACCESS_KEY_TEST_DATA - aws configure --profile test_data set aws_secret_access_key AWS_SECRET_ACCESS_KEY_TEST_DATA - aws configure --profile test_data set aws_region AWS_REGION_TEST_DATA + aws configure --profile test_data set aws_access_key_id ${AWS_ACCESS_KEY_TEST_DATA} + aws configure --profile test_data set aws_secret_access_key ${AWS_SECRET_ACCESS_KEY_TEST_DATA} + aws configure --profile test_data set aws_region ${AWS_REGION_TEST_DATA} - run: name: Fetch test data from S3 command: | @@ -360,9 +360,9 @@ jobs: - run: name: Set S3 cradentials command: | - aws configure --profile test_data set aws_access_key_id AWS_ACCESS_KEY_TEST_DATA - aws configure --profile test_data set aws_secret_access_key AWS_SECRET_ACCESS_KEY_TEST_DATA - aws configure --profile test_data set aws_region AWS_REGION_TEST_DATA + aws configure --profile test_data set aws_access_key_id ${AWS_ACCESS_KEY_TEST_DATA} + aws configure --profile test_data set aws_secret_access_key ${AWS_SECRET_ACCESS_KEY_TEST_DATA} + aws configure --profile test_data set aws_region ${AWS_REGION_TEST_DATA} - run: name: Fetch test data from S3 command: | From 1b39a1020e436694084d2d59ffa9ca2daab375f1 Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 12:09:36 +0300 Subject: [PATCH 17/24] Add test data to git ignore, update cache-key --- .circleci/config.yml | 10 +++++----- .gitignore | 5 ++++- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 473fbc561..65b3ca7f3 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -139,7 +139,7 @@ commands: key: v1.2.5-deps-{{ checksum "get_deps.sh" }}-cpu - restore_cache: keys: - - v1.2.5-tests_data + - v1.2.6-tests_data - run: name: Set S3 cradentials command: | @@ -153,7 +153,7 @@ commands: - save_cache: paths: - tests/flow/tests/test_data - key: v1.2.5-tests_data + key: v1.2.6-tests_data - run: name: Build command: make -C opt all SHOW=1 @@ -201,7 +201,7 @@ commands: make -C opt all VALGRIND=1 SHOW=1 - restore_cache: keys: - - v1.2.5-tests_data + - v1.2.6-tests_data - run: name: Test with valgrind command: | @@ -231,7 +231,7 @@ commands: key: v1.2.5-deps-{{ checksum "get_deps.sh" }}-gpu - restore_cache: keys: - - v1.2.5-tests_data + - v1.2.6-tests_data - run: name: Test command: | @@ -356,7 +356,7 @@ jobs: make -C opt all COV=1 SHOW=1 - restore_cache: keys: - - v1.2.5-tests_data + - v1.2.6-tests_data - run: name: Set S3 cradentials command: | diff --git a/.gitignore b/.gitignore index 882c8c6cd..817a544dc 100644 --- a/.gitignore +++ b/.gitignore @@ -137,4 +137,7 @@ dkms.conf .idea_modules/ # docs site -site/ \ No newline at end of file +site/ + +# test data +tests/flow/test_data From f6026d01b66ce044d88f64a676800d8e88d8c6fd Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 13:12:23 +0300 Subject: [PATCH 18/24] Fix path is restore cache --- .circleci/config.yml | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 65b3ca7f3..d0887064b 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -139,7 +139,7 @@ commands: key: v1.2.5-deps-{{ checksum "get_deps.sh" }}-cpu - restore_cache: keys: - - v1.2.6-tests_data + - v1.2-tests_data - run: name: Set S3 cradentials command: | @@ -152,8 +152,8 @@ commands: aws --profile test_data s3 sync s3://dev.cto.redis/RedisAI/test_data/ tests/flow/test_data - save_cache: paths: - - tests/flow/tests/test_data - key: v1.2.6-tests_data + - tests/flow/test_data + key: v1.2-tests_data - run: name: Build command: make -C opt all SHOW=1 @@ -201,7 +201,7 @@ commands: make -C opt all VALGRIND=1 SHOW=1 - restore_cache: keys: - - v1.2.6-tests_data + - v1.2-tests_data - run: name: Test with valgrind command: | @@ -231,7 +231,7 @@ commands: key: v1.2.5-deps-{{ checksum "get_deps.sh" }}-gpu - restore_cache: keys: - - v1.2.6-tests_data + - v1.2-tests_data - run: name: Test command: | @@ -356,7 +356,7 @@ jobs: make -C opt all COV=1 SHOW=1 - restore_cache: keys: - - v1.2.6-tests_data + - v1.2-tests_data - run: name: Set S3 cradentials command: | From fb03105c2a535d10f53e13c46edb9dcc0e3f5c93 Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 14:57:17 +0300 Subject: [PATCH 19/24] Move restore cache in gpu to be before build docker step --- .circleci/config.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index d0887064b..4d69e33de 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -218,6 +218,9 @@ commands: - restore_cache: keys: - v1.2.5-deps-{{ checksum "get_deps.sh" }}-gpu + - restore_cache: + keys: + - v1.2-tests_data - relocate-docker-storage - run: name: Build @@ -229,9 +232,6 @@ commands: paths: - deps key: v1.2.5-deps-{{ checksum "get_deps.sh" }}-gpu - - restore_cache: - keys: - - v1.2-tests_data - run: name: Test command: | From 551cda27c084cdccebf3782cb2ff2255eee8f82c Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 15:26:54 +0300 Subject: [PATCH 20/24] Use different key for GPU --- .circleci/config.yml | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 4d69e33de..d94da9f12 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -220,7 +220,21 @@ commands: - v1.2.5-deps-{{ checksum "get_deps.sh" }}-gpu - restore_cache: keys: - - v1.2-tests_data + - v1.2-tests_data-gpu + - run: + name: Set S3 cradentials + command: | + aws configure --profile test_data set aws_access_key_id ${AWS_ACCESS_KEY_TEST_DATA} + aws configure --profile test_data set aws_secret_access_key ${AWS_SECRET_ACCESS_KEY_TEST_DATA} + aws configure --profile test_data set aws_region ${AWS_REGION_TEST_DATA} + - run: + name: Fetch test data from S3 + command: | + aws --profile test_data s3 sync s3://dev.cto.redis/RedisAI/test_data/ tests/flow/test_data + - save_cache: + paths: + - tests/flow/test_data + key: v1.2-tests_data-gpu - relocate-docker-storage - run: name: Build From cf61e91f5f65ab36ec2d20301ef550047f1f5173 Mon Sep 17 00:00:00 2001 From: alon Date: Tue, 7 Jun 2022 15:35:05 +0300 Subject: [PATCH 21/24] Add context to gpu --- .circleci/config.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.circleci/config.yml b/.circleci/config.yml index d94da9f12..d031fe57e 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -630,6 +630,7 @@ workflows: <<: *on-any-branch <<: *after-linter - build-and-test-gpu: + context: common <<: *on-integ-branch <<: *after-linter - build-and-test-gpu-for-forked-prs: From e2db09b1bb9e206a25e95db2e1e7f4b18e0a6a15 Mon Sep 17 00:00:00 2001 From: alon Date: Wed, 8 Jun 2022 15:42:47 +0300 Subject: [PATCH 22/24] Use wget instead of aws sync to allow retrieval of test data from s3 without aws configure + update onnx benchmark --- tests/flow/onnx_benchmark.py | 11 +++++-- tests/flow/test_data_files.txt | 58 +++++++++++++++++++++++++++++++++ tests/flow/tests_setup/tests.sh | 6 ++-- 3 files changed, 69 insertions(+), 6 deletions(-) create mode 100644 tests/flow/test_data_files.txt diff --git a/tests/flow/onnx_benchmark.py b/tests/flow/onnx_benchmark.py index f3a701e59..5ac61d99d 100755 --- a/tests/flow/onnx_benchmark.py +++ b/tests/flow/onnx_benchmark.py @@ -1,5 +1,4 @@ -import os - +import subprocess from RLTest import Env from includes import * import shutil @@ -25,7 +24,6 @@ def handler(signum, frame): def _exit(): # remove the logs that were auto generated by redis shutil.rmtree('logs', ignore_errors=True) - print("from exit\n") sys.exit(1) @@ -172,6 +170,13 @@ def run_bert(): help='The number of parallel clients that send consecutive run requests per model') args = parser.parse_args() + if not os.path.isdir('tests/flow/test_data'): + print("Downloading tests data from s3...") + with open('tests/flow/test_data_files.txt') as f: + for resource in f.readlines(): + subprocess.call(['wget', '-q', '-x', '-nH', '--cut-dirs=2', resource[:-1], '-P', 'tests/flow/test_data']) + print("Done") + terminate_flag = 0 print(f'Running ONNX benchmark on RedisAI, using {args.num_threads} working threads') env = Env(module='install-cpu/redisai.so', diff --git a/tests/flow/test_data_files.txt b/tests/flow/test_data_files.txt new file mode 100644 index 000000000..e9e1c69b0 --- /dev/null +++ b/tests/flow/test_data_files.txt @@ -0,0 +1,58 @@ +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/__init__.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/Pads.bin +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/batchdim_mismatch.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/batchdim_mismatch.pt +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/creditcardfraud.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/graph.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/identity_string.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/identity_string.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet/__init__.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet/data_processing_script.txt +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet/cat.jpg +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/frozen_bad_model.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet/dog.jpg +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet/data_processing_script_old.txt +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet/model_checker.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/graph_v2.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet/model_saver.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/creditcard_10K.csv +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet/imagenet_class_index.json +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet_class_index.json +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/linear_iris.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/logreg_iris.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/lite-model_imagenet_mobilenet_v3_small_100_224_classification_5_default_1.tflite +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mnist_batched.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mnist.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mnist_model_quant.tflite +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mobilenet/__init__.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/inception-v2-9.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mobilenet/mobilenet_v1_100_224_cpu_NxHxWxC.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mobilenet/model_saver.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/imagenet/resnet50.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mobilenet/mobilenet_v2_1.4_224_frozen.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/model_with_infinite_loop.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/model_with_external_initializers.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mul_1.onnx +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/one.raw +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/onnx_batch.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/onnx_batchdim_mismatch.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/onnx_string_identity.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/panda-224x224.jpg +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/panda.jpg +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/pt-minimal-bb.pt +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/pt_minimal.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/pt_minimal_bb.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/pt-minimal.pt +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/redis_scripts.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/rdb_test_prep_script.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/script_bad.txt +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/tf-minimal.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/tf2-minimal.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/tf_string_identity.py +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mobilenet_v2_1.4_224_frozen.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/old_script.txt +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/mobilenet/mobilenet_v1_100_224_gpu_NxHxWxC_fp16_trt.pb +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/one.png +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/script.txt +http://dev.cto.redis.s3.amazonaws.com/RedisAI/test_data/bert-base-cased.onnx diff --git a/tests/flow/tests_setup/tests.sh b/tests/flow/tests_setup/tests.sh index 1ab7d6a86..9fdae9288 100755 --- a/tests/flow/tests_setup/tests.sh +++ b/tests/flow/tests_setup/tests.sh @@ -88,9 +88,9 @@ valgrind_summary() { get_tests_data() { local TEST_DATA_PATH=$ROOT/tests/flow/test_data - if [ ! "$(ls -A $TEST_DATA_PATH)" ]; then - echo "Downloading tests data from s3:" - aws s3 sync s3://dev.cto.redis/RedisAI/test_data/ $ROOT/tests/flow/test_data + if [ ! -d ${TEST_DATA_PATH} ]; then + echo "Downloading tests data from s3..." + wget -x -nH --cut-dirs=2 -i $ROOT/tests/flow/test_data_files.txt -P $ROOT/tests/flow/test_data echo "Done" fi } From 115b5069797c1dcdd9b6405f44c1b2edcc5bde62 Mon Sep 17 00:00:00 2001 From: alon Date: Wed, 8 Jun 2022 16:09:39 +0300 Subject: [PATCH 23/24] add -q flag for wget --- tests/flow/tests_setup/tests.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/flow/tests_setup/tests.sh b/tests/flow/tests_setup/tests.sh index 9fdae9288..323494cc8 100755 --- a/tests/flow/tests_setup/tests.sh +++ b/tests/flow/tests_setup/tests.sh @@ -90,7 +90,7 @@ get_tests_data() { local TEST_DATA_PATH=$ROOT/tests/flow/test_data if [ ! -d ${TEST_DATA_PATH} ]; then echo "Downloading tests data from s3..." - wget -x -nH --cut-dirs=2 -i $ROOT/tests/flow/test_data_files.txt -P $ROOT/tests/flow/test_data + wget -q -x -nH --cut-dirs=2 -i $ROOT/tests/flow/test_data_files.txt -P $ROOT/tests/flow/test_data echo "Done" fi } From 81d4e1f5b0b3625334d8a79af9a44da116bfbbc3 Mon Sep 17 00:00:00 2001 From: alon Date: Wed, 8 Jun 2022 16:25:31 +0300 Subject: [PATCH 24/24] Revert CI jobs that sync with s3 (it isn't required, tests.sh script will get the data if it's not cached in CI) --- .circleci/config.yml | 52 +++++++++----------------------------------- 1 file changed, 10 insertions(+), 42 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index d031fe57e..6245b6cb8 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -137,31 +137,21 @@ commands: paths: - deps key: v1.2.5-deps-{{ checksum "get_deps.sh" }}-cpu + - run: + name: Build + command: make -C opt all SHOW=1 - restore_cache: keys: - v1.2-tests_data - run: - name: Set S3 cradentials - command: | - aws configure --profile test_data set aws_access_key_id ${AWS_ACCESS_KEY_TEST_DATA} - aws configure --profile test_data set aws_secret_access_key ${AWS_SECRET_ACCESS_KEY_TEST_DATA} - aws configure --profile test_data set aws_region ${AWS_REGION_TEST_DATA} - - run: - name: Fetch test data from S3 + name: Test command: | - aws --profile test_data s3 sync s3://dev.cto.redis/RedisAI/test_data/ tests/flow/test_data + make -C opt test SHOW=1 + no_output_timeout: 20m - save_cache: paths: - tests/flow/test_data key: v1.2-tests_data - - run: - name: Build - command: make -C opt all SHOW=1 - - run: - name: Test - command: | - make -C opt test SHOW=1 - no_output_timeout: 20m - run: name: Package command: | @@ -221,20 +211,6 @@ commands: - restore_cache: keys: - v1.2-tests_data-gpu - - run: - name: Set S3 cradentials - command: | - aws configure --profile test_data set aws_access_key_id ${AWS_ACCESS_KEY_TEST_DATA} - aws configure --profile test_data set aws_secret_access_key ${AWS_SECRET_ACCESS_KEY_TEST_DATA} - aws configure --profile test_data set aws_region ${AWS_REGION_TEST_DATA} - - run: - name: Fetch test data from S3 - command: | - aws --profile test_data s3 sync s3://dev.cto.redis/RedisAI/test_data/ tests/flow/test_data - - save_cache: - paths: - - tests/flow/test_data - key: v1.2-tests_data-gpu - relocate-docker-storage - run: name: Build @@ -252,6 +228,10 @@ commands: mkdir -p $HOME/tests docker run --gpus all -v $HOME/tests:/build/tests/flow/logs -it --rm redisai-gpu:latest-test no_output_timeout: 40m + - save_cache: + paths: + - tests/flow/test_data + key: v1.2-tests_data-gpu - store_artifacts: path: /home/circleci/tests @@ -371,16 +351,6 @@ jobs: - restore_cache: keys: - v1.2-tests_data - - run: - name: Set S3 cradentials - command: | - aws configure --profile test_data set aws_access_key_id ${AWS_ACCESS_KEY_TEST_DATA} - aws configure --profile test_data set aws_secret_access_key ${AWS_SECRET_ACCESS_KEY_TEST_DATA} - aws configure --profile test_data set aws_region ${AWS_REGION_TEST_DATA} - - run: - name: Fetch test data from S3 - command: | - aws --profile test_data s3 sync s3://dev.cto.redis/RedisAI/test_data/ tests/flow/test_data - run: name: Test with coverage command: | @@ -626,11 +596,9 @@ workflows: - lint: <<: *on-any-branch - build-and-test: - context: common <<: *on-any-branch <<: *after-linter - build-and-test-gpu: - context: common <<: *on-integ-branch <<: *after-linter - build-and-test-gpu-for-forked-prs: