chore(docs): update ONNX model table and release test plan

docs/compatibility.md

@@ -34,15 +34,23 @@
 
 ## Model/Platform Acceleration
 
-| Model            | CUDA | DirectML | ROCm  | CPU |
+| Model            | ONNX | CUDA  | DirectML | ROCm  | CPU |
-| ---------------- | ---- | -------- | ----- | --- |
+| ---------------- | ---- | ----- | -------- | ----- | --- |
-| Stable Diffusion | yes  | yes      | yes   | yes |
+| Stable Diffusion | yes  | yes   | yes      | yes   | yes |
-| Real ESRGAN      | yes  | yes      | no, 1 | yes |
+| - txt2img        | yes  | ^     | ^        | ^     | ^   |
-| GFPGAN           | 2    | 2        | 2     | yes |
+| - img2img        | yes  | ^     | ^        | ^     | ^   |
+| - inpaint        | yes  | ^     | ^        | ^     | ^   |
+| - upscale        | yes  | ^     | ^        | ^     | ^   |
+| Real ESRGAN      | yes  | no, 1 | yes      | no, 2 | yes |
+| - x2/x4 plus     | yes  | ^     | ^        | ^     | ^   |
+| - v3             | yes  | ^     | ^        | ^     | ^   |
+| GFPGAN           | no   | -     | -        | -     | -   |
+| CodeFormer       | no   | -     | -        | -     | -   |
 
 ### Model Notes
 
-1. Real ESRGAN running on ROCm crashes with an error:
+1. Real ESRGAN running on CUDA falls back to the CPU provider with an unspecified error
+2. Real ESRGAN running on ROCm crashes with an error:
 
    ```none
       File "/home/ssube/onnx-web/api/onnx_web/upscale.py", line 67, in __call__
@@ -51,5 +59,3 @@
         return self._sess.run(output_names, input_feed, run_options)
     onnxruntime.capi.onnxruntime_pybind11_state.Fail: [ONNXRuntimeError] : 1 : FAIL : Non-zero status code returned while running FusedConv node. Name:'/body/body.0/rdb1/conv1/Conv' Status Message: MIOPEN failure 1: miopenStatusNotInitialized ; GPU=0 ; hostname=ssube-notwin ; expr=status_;
     ```
-
-2. GFPGAN seems to always be running in CPU mode

docs/dev-test.md

@@ -91,6 +91,11 @@ Testing:
   - 1024x768 input
     - [ ] should work
 - inpaint
+  - regular inpaint
+    - black mask
+      - [ ] should keep all pixels, same image
+    - white mask
+      - [ ] should replace all pixels, different image
   - outpaint
     - 0 all sides
       - [ ] should work, run 1 tile
@@ -101,7 +106,6 @@ Testing:
     - 512 left and right, 0 top and bottom
       - [ ] should work, run 3 tiles
 - upscale
-  - Real ESRGAN
   - Real ESRGAN
     - x4 with CodeFormer
       - [ ] should work
@@ -113,8 +117,6 @@ Testing:
       - [ ] should sort of work: ignores scale and uses x2
     - x4 model and x2 scale
       - [ ] should fail: tiles
-    - v3 model and x2 scale
-      - [ ] should work
     - v3 model and x4 scale
       - [ ] should work
   - Stable Diffusion
@@ -128,6 +130,16 @@ Testing:
       - [ ] should work
     - without face correction
       - [ ] should work
+- blend
+  - two 512x512 inputs
+    - [ ] should work
+  - two 1024x1024 inputs
+    - [ ] should work
+  - two different size inputs
+    - 256x256 and 512x512
+      - [ ] should work
+    - 512x512 and 1024x1024
+      - [ ] should work
 - interactions
   - generate a new image
     - [ ] should request and then load an image from the server
@@ -151,9 +163,25 @@ Testing:
     - [ ] should switch to the blend tab
     - [ ] should populate the image sources
     - [ ] the generate button should be enabled once both sources have been populated
-  - persist on refresh
+  - state should persist on refresh
     - [ ] loading images
     - [ ] switching tabs
+    - [ ] images sources do not
+- schedulers
+  - [ ] DDIM
+  - [ ] DDPM
+  - [ ] DEIS Multi
+  - [ ] DPM Multi
+  - [ ] DPM Single
+  - [ ] Euler A
+  - [ ] Euler
+  - [ ] Heun
+  - [ ] iPNDM
+  - [ ] KDPM2 A
+  - [ ] KDPM2
+  - [ ] Karras Ve
+  - [ ] LMS
+  - [ ] PNDM
 
 Release: