[analyzer] a minimal implementation of static graph analyzer (#2852)

* [hotfix] meta tensor default device.

* [siu] add experimental submodules to main branch.

* [siu]

* [siu]

* [analyzer] init.

* [analyzer] readme.

* [analyzer] readme.

* [analyzer] readme.

* [analyzer] readme.

* [test] add test.

* Update symbolic_trace.py

* mark skip tests.

* try except.

* try except.

* try except.

* s

* init

* init

* fix

* skip

* skip

---------

Co-authored-by: Daniel Shao <superdainiu@MININT-PVARVID.fareast.corp.microsoft.com>
Co-authored-by: Daniel Shao <superdainiu@Daniels-Mac.local>

tests/test_analyzer/test_fx/zoo.py

@@ -0,0 +1,53 @@
+import timm.models as tmm
+import torchvision.models as tm
+
+# input shape: (batch_size, 3, 224, 224)
+tm_models = [
+    tm.alexnet,
+    tm.convnext_base,
+    tm.densenet121,
+    # tm.efficientnet_v2_s,
+    # tm.googlenet,   # output bad case
+    # tm.inception_v3,  # bad case
+    tm.mobilenet_v2,
+    tm.mobilenet_v3_small,
+    tm.mnasnet0_5,
+    tm.resnet18,
+    tm.regnet_x_16gf,
+    tm.resnext50_32x4d,
+    tm.shufflenet_v2_x0_5,
+    tm.squeezenet1_0,
+    # tm.swin_s,  # fx bad case
+    tm.vgg11,
+    tm.vit_b_16,
+    tm.wide_resnet50_2,
+]
+
+tmm_models = [
+    tmm.beit_base_patch16_224,
+    tmm.beitv2_base_patch16_224,
+    tmm.cait_s24_224,
+    tmm.coat_lite_mini,
+    tmm.convit_base,
+    tmm.deit3_base_patch16_224,
+    tmm.dm_nfnet_f0,
+    tmm.eca_nfnet_l0,
+    tmm.efficientformer_l1,
+    tmm.ese_vovnet19b_dw,
+    tmm.gmixer_12_224,
+    tmm.gmlp_b16_224,
+    tmm.hardcorenas_a,
+    tmm.hrnet_w18_small,
+    tmm.inception_v3,
+    tmm.mixer_b16_224,
+    tmm.nf_ecaresnet101,
+    tmm.nf_regnet_b0,
+    # tmm.pit_b_224,  # pretrained only
+    tmm.regnetv_040,
+    tmm.skresnet18,
+    # tmm.swin_base_patch4_window7_224,     # fx bad case
+    # tmm.tnt_b_patch16_224,    # bad case
+    tmm.vgg11,
+    tmm.vit_base_patch16_18x2_224,
+    tmm.wide_resnet50_2,
+]