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                                            migraphx-bot

Onnx parsers for Quantization & Dequantization: case when scales and zero point tensors of same dimension as the input tensor

| Test | Batch | Rate new 9ddf05 | Rate old 01c94f | Diff | Compare | |:-----------------------------|--------:|------------------------:|------------------------:|-------:|:------------------:| | torchvision-resnet50 | 64 | [3,232.34](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/PRs/PR-3385/9ddf05/torchvision-resnet50.out) | [3,236.49](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/develop/01c94f/torchvision-resnet50.out) | -0.13% | :white_check_mark:...

Onnx parsers for Quantization & Dequantization: case when scales and zero point tensors of same dimension as the input tensor

     :white_check_mark: bert-mrpc-onnx: PASSED: MIGraphX meets tolerance      :white_check_mark: bert-mrpc-tf: PASSED: MIGraphX meets tolerance      :white_check_mark: pytorch-examples-wlang-gru: PASSED: MIGraphX meets tolerance      :white_check_mark: pytorch-examples-wlang-lstm: PASSED: MIGraphX meets tolerance      :white_check_mark:...

Add int4 & uint4 types to MigraphX

| Test | Batch | Rate new 45e039 | Rate old ae2b02 | Diff | Compare | |:-----------------------------|--------:|------------------------:|------------------------:|--------:|:------------------:| | torchvision-resnet50 | 64 | [3,238.24](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/PRs/PR-3378/45e039/torchvision-resnet50.out) | [3,232.34](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/develop/ae2b02/torchvision-resnet50.out) | 0.18% | :white_check_mark:...

Add int4 & uint4 types to MigraphX

Load and save problem_cache from a file

| Test | Batch | Rate new d2f4c9 | Rate old 3843a9 | Diff | Compare | |:-----------------------------|--------:|------------------------:|------------------------:|-------:|:------------------:| | torchvision-resnet50 | 64 | [3,251.62](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/PRs/PR-3203/d2f4c9/torchvision-resnet50.out) | [3,250.51](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/develop/3843a9/torchvision-resnet50.out) | 0.03% | :white_check_mark:...

Load and save problem_cache from a file

Enable attention by default on mi300

| Test | Batch | Rate new 3ce3bd | Rate old ddc4c0 | Diff | Compare | |:-----------------------------|--------:|------------------------:|------------------------:|-------:|:------------------:| | torchvision-resnet50 | 64 | [3,260.66](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/PRs/PR-3463/3ce3bd/torchvision-resnet50.out) | [3,261.96](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/develop/ddc4c0/torchvision-resnet50.out) | -0.04% | :white_check_mark:...

Enable attention by default on mi300

Exhaustive tune reduce operators

| Test | Batch | Rate new 073c3e | Rate old b4ba1c | Diff | Compare | |:-----------------------------|--------:|------------------------:|------------------------:|-------:|:------------------:| | torchvision-resnet50 | 64 | [3,258.31](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/PRs/PR-3751/073c3e/torchvision-resnet50.out) | [3,235.95](https://github.com/ROCm/migraphx-reports/blob/main/performance_results/develop/b4ba1c/torchvision-resnet50.out) | 0.69% | :white_check_mark:...

Exhaustive tune reduce operators

     :white_check_mark: bert-mrpc-onnx: PASSED: MIGraphX meets tolerance :x:bert-mrpc-tf: ERROR - check error output2025-04-18 21:54:01.854436: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.To enable...