Turbine Camp

[pdhirajkumarprasad]

Contact:

• @vivekkhandelwal1 (Indian Time Zone)
• @AmosLewis (US Pacific Time Zone)
• @zjgarvey (US Central Time Zone)
• @marbre (Central EU Time Zone)

Onnx Ops( Known missing features)

Unassigned

• CastLike (saturate ) #840
• GridSample (mode - Cubic, paddding_mode only zero is supported)
• RoiAlign (roi max pooling without default, coordTfMode and sampling_ratio)
• NonMaxSuppression (center_point_box ) #844
• LpPool (auto_pad) #838
• DFT (onesided, axis input tensor) #841

In Progress

• AveragePool (auto_pad ) #835
• ConvInteger (auto_pad) #836
• Col2Im (5D input tensor)
• MaxUnpool (output_shape) #858
• Upsample (unsupported interpolation mode other than nearest, linear) #834
• SplitToSequence (keepdims) #837

Completed

• ConvTranspose (auto_pad) #839
• ScatterElements (reduction : max, min, add) onnx.ScatterElements #823
• TfIdfVectorizer (IDF and TFIDF mode) #833
• MaxPool (auto_pad, storage_order, indices output) #843
• Resize (antialias, axes, keep_aspect_ratio_policy , extrapolation_value, tf_crop_and_resize, coord tf mode, bicubic mode) #842

Onnx Ops( Known Quality Issues)

• AffineGrid
• Bernoulli
• Cast
• DequantizeLinear
• GRU Quality Issues #856
• MelWeightMatrix
• QuantizeLinear
• RandomUniformLike

Other tasks:

llvm/torch-mlir#3796

[knwng]

Seems LSTM also has quality issue. But it seems the testcases themselves are buggy(wrong # of inputs & outputs). Besides, RNN only has 1 testcase rn. I'm afraid it can't cover all the corner cases.

[vivekkhandelwal1]

Seems LSTM also has quality issue. But it seems the testcases themselves are buggy(wrong # of inputs & outputs). Besides, RNN only has 1 testcase rn. I'm afraid it can't cover all the corner cases.

Yeah, the issue for LSTM is already opened here #315.