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Add ROCm SDXL testing and benchmarking. (#17183)
ci-exactly: build_packages, regression_test_cpu, regression_test_amdgpu_vulkan, regression_test_amdgpu_rocm, regression_test_nvidiagpu_vulkan, regression_test_nvidiagpu_cuda
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20 changes: 20 additions & 0 deletions
20
build_tools/pkgci/external_test_suite/gpu_rocm_models_additional_flags_gfx90a.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,20 @@ | ||
| { | ||
| "config_name": "gpu_rocm", | ||
| "iree_compile_flags" : [ | ||
| "--iree-hal-target-backends=rocm", | ||
| "--iree-rocm-target-chip=gfx90a", | ||
| "--iree-opt-const-eval=false", | ||
| "--iree-codegen-transform-dialect-library=attention_and_matmul_spec.mlir" | ||
| ], | ||
| "iree_run_module_flags": [ | ||
| "--device=hip" | ||
| ], | ||
| "skip_compile_tests": [ | ||
| "sdxl-scheduled-unet-3-tank" | ||
| ], | ||
| "skip_run_tests": [], | ||
| "expected_compile_failures": [ | ||
| "resnet50" | ||
| ], | ||
| "expected_run_failures": [] | ||
| } |
19 changes: 19 additions & 0 deletions
19
build_tools/pkgci/external_test_suite/gpu_rocm_models_gfx90a.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,19 @@ | ||
| { | ||
| "config_name": "gpu_rocm", | ||
| "iree_compile_flags" : [ | ||
| "--iree-hal-target-backends=rocm", | ||
| "--iree-rocm-target-chip=gfx90a" | ||
| ], | ||
| "iree_run_module_flags": [ | ||
| "--device=hip" | ||
| ], | ||
| "skip_compile_tests": [ | ||
| "sdxl-scheduled-unet-3-tank" | ||
| ], | ||
| "skip_run_tests": [], | ||
| "expected_compile_failures": [ | ||
| "resnet50", | ||
| "sdxl-vae-decode-tank" | ||
| ], | ||
| "expected_run_failures": [] | ||
| } |
28 changes: 15 additions & 13 deletions
28
build_tools/pkgci/external_test_suite/pytorch_models_cpu_llvm_task.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,15 +1,17 @@ | ||
| { | ||
| "config_name": "cpu_llvm_task", | ||
| "iree_compile_flags" : [ | ||
| "--iree-hal-target-backends=llvm-cpu", | ||
| "--iree-llvmcpu-target-cpu-features=host", | ||
| "--iree-llvmcpu-distribution-size=32" | ||
| ], | ||
| "iree_run_module_flags": [ | ||
| "--device=local-task" | ||
| ], | ||
| "skip_compile_tests": [], | ||
| "skip_run_tests": [], | ||
| "expected_compile_failures": [], | ||
| "expected_run_failures": [] | ||
| "config_name": "cpu_llvm_task", | ||
| "iree_compile_flags" : [ | ||
| "--iree-hal-target-backends=llvm-cpu", | ||
| "--iree-llvmcpu-target-cpu-features=host", | ||
| "--iree-llvmcpu-distribution-size=32" | ||
| ], | ||
| "iree_run_module_flags": [ | ||
| "--device=local-task" | ||
| ], | ||
| "skip_compile_tests": [ | ||
| "sdxl-scheduled-unet-3-tank" | ||
| ], | ||
| "skip_run_tests": [], | ||
| "expected_compile_failures": [], | ||
| "expected_run_failures": [] | ||
| } |
23 changes: 23 additions & 0 deletions
23
build_tools/pkgci/external_test_suite/sdxl_scheduled_unet_cpu_llvm_task.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,23 @@ | ||
| { | ||
| "config_name": "cpu_llvm_task", | ||
| "iree_compile_flags" : [ | ||
| "--iree-hal-target-backends=llvm-cpu", | ||
| "--iree-llvmcpu-target-cpu-features=host", | ||
| "--iree-llvmcpu-distribution-size=32" | ||
| ], | ||
| "iree_run_module_flags": [ | ||
| "--device=local-task", | ||
| "--parameters=model=real_weights.irpa", | ||
| "--module=sdxl_scheduled_unet_pipeline_fp16_cpu.vmfb", | ||
| "--input=1x4x128x128xf16=@inference_input.0.bin", | ||
| "--input=2x64x2048xf16=@inference_input.1.bin", | ||
| "--input=2x1280xf16=@inference_input.2.bin", | ||
| "--input=1xf16=@inference_input.3.bin", | ||
| "--expected_output=1x4x128x128xf16=@inference_output.0.bin", | ||
| "--expected_f16_threshold=0.8f" | ||
| ], | ||
| "skip_compile_tests": [], | ||
| "skip_run_tests": [], | ||
| "expected_compile_failures": [], | ||
| "expected_run_failures": [] | ||
| } |
32 changes: 32 additions & 0 deletions
32
build_tools/pkgci/external_test_suite/sdxl_scheduled_unet_gpu_rocm_gfx90a.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,32 @@ | ||
| { | ||
| "config_name": "gpu_rocm", | ||
| "iree_compile_flags" : [ | ||
| "--iree-hal-target-backends=rocm", | ||
| "--iree-rocm-target-chip=gfx90a", | ||
| "--iree-opt-const-eval=false", | ||
| "--iree-codegen-transform-dialect-library=attention_and_matmul_spec.mlir", | ||
| "--iree-global-opt-propagate-transposes=true", | ||
| "--iree-opt-outer-dim-concat=true", | ||
| "--iree-vm-target-truncate-unsupported-floats", | ||
| "--iree-llvmgpu-enable-prefetch=true", | ||
| "--iree-opt-data-tiling=false", | ||
| "--iree-codegen-gpu-native-math-precision=true", | ||
| "--iree-codegen-llvmgpu-use-vector-distribution", | ||
| "--iree-preprocessing-pass-pipeline=builtin.module(iree-preprocessing-transpose-convolution-pipeline, util.func(iree-preprocessing-pad-to-intrinsics))" | ||
| ], | ||
| "iree_run_module_flags": [ | ||
| "--device=hip", | ||
| "--parameters=model=real_weights.irpa", | ||
| "--module=sdxl_scheduled_unet_pipeline_fp16_rocm.vmfb", | ||
| "--input=1x4x128x128xf16=@inference_input.0.bin", | ||
| "--input=2x64x2048xf16=@inference_input.1.bin", | ||
| "--input=2x1280xf16=@inference_input.2.bin", | ||
| "--input=1xf16=@inference_input.3.bin", | ||
| "--expected_output=1x4x128x128xf16=@inference_output.0.bin", | ||
| "--expected_f16_threshold=0.8f" | ||
| ], | ||
| "skip_compile_tests": [], | ||
| "skip_run_tests": [], | ||
| "expected_compile_failures": [], | ||
| "expected_run_failures": [] | ||
| } |