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Add dotprod microbenchmark artifacts. #181

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Generates benchmarking artifacts for a JAX dotprod. Shapes test both matmul and matvec, mixed and homogeneous precision.

Command to generate artifacts:

AUTO_UPLOAD=1 ./common_benchmark_suite/openxla/benchmark/comparative_suite/jax/scripts/generate_model_artifacts.sh DOT_PRODUCT_JAX_.+

Artifacts generated:

LHS RHS Artifacts
1x256xf32 256x2048xf32 StableHLO MLIR, Linalg MLIR, HLO Dump, TFLite F32, TFLite StableHLO F32, TFLite F16, TFLite dynamic range quant, TFLite INT8
256x256xf32 256x2048xf32 StableHLO MLIR, Linalg MLIR, HLO Dump, TFLite F32, TFLite StableHLO F32, TFLite F16, TFLite dynamic range quant, TFLite INT8
1x256xi8 256x2048xi8 StableHLO MLIR, Linalg MLIR, HLO Dump
256x256xi8 256x2048xi8 StableHLO MLIR, Linalg MLIR, HLO Dump
1x256xi8 256x2048xi4 StableHLO MLIR, Linalg MLIR, HLO Dump
256x256xi8 256x2048xi4 StableHLO MLIR, Linalg MLIR, HLO Dump

AUTO_UPLOAD=1 ./common_benchmark_suite/openxla/benchmark/comparative_suite/jax/scripts/generate_model_artifacts.sh DOT_PRODUCT_JAX_.+

Signed-off-by: mariecwhite <[email protected]>
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