[ET-VK][testing] Add per-shader timing breakdown to benchmark output #8126

Run time

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Job	Run time
unittest-cuda / linux-job	24m 38s
test-models-cuda (linear) / linux-job	22m 12s
test-executorch-cuda-build-13.0 / linux-job	18m 40s
test-executorch-cuda-build-12.9 / linux-job	22m 5s
test-executorch-cuda-build-12.6 / linux-job	19m 52s
test-executorch-cuda-build-12.8 / linux-job	19m 36s
test-models-cuda (mv2) / linux-job	25m 19s
test-models-cuda (add) / linux-job	21m 57s
test-models-cuda (resnet18) / linux-job	22m 51s
export-model-cuda-artifact (mistralai, Voxtral-Mini-3B-2507, quantized-int4-tile-packed) / linux-job	35m 28s
export-model-cuda-artifact (google, gemma-3-4b-it, quantized-int4-tile-packed) / linux-job	35m 49s
test-models-cuda (sdpa) / linux-job	22m 5s
export-model-cuda-artifact (nvidia, parakeet-tdt, non-quantized) / linux-job	28m 34s
test-models-cuda (add_mul) / linux-job	21m 52s
export-model-cuda-artifact (openai, whisper-small, quantized-int4-weight-only) / linux-job	23m 59s
export-model-cuda-artifact (nvidia, parakeet-tdt, quantized-int4-weight-only) / linux-job	28m 49s
export-model-cuda-artifact (openai, whisper-large-v3-turbo, quantized-int4-tile-packed) / linux-job	26m 15s
test-models-cuda (conv1d) / linux-job	22m 13s
export-model-cuda-artifact (openai, whisper-large-v3-turbo, quantized-int4-weight-only) / linux-job	25m 27s
export-model-cuda-artifact (mistralai, Voxtral-Mini-3B-2507, quantized-int4-weight-only) / linux-job	34m 18s
export-model-cuda-artifact (nvidia, parakeet-tdt, quantized-int4-tile-packed) / linux-job	30m 39s
export-model-cuda-artifact (openai, whisper-large-v3-turbo, non-quantized) / linux-job	24m 46s
export-model-cuda-artifact (mistralai, Voxtral-Mini-3B-2507, non-quantized) / linux-job	33m 18s
export-model-cuda-artifact (google, gemma-3-4b-it, non-quantized) / linux-job	35m 31s
export-model-cuda-artifact (openai, whisper-small, non-quantized) / linux-job	23m 36s
export-model-cuda-artifact (openai, whisper-small, quantized-int4-tile-packed) / linux-job	24m 40s
test-models-cuda (mv3) / linux-job	25m 58s
check-all-cuda-builds	4s
test-model-cuda-e2e (nvidia, parakeet-tdt, quantized-int4-tile-packed) / linux-job	16m 44s
test-model-cuda-e2e (nvidia, parakeet-tdt, non-quantized) / linux-job	16m 55s
test-model-cuda-e2e (google, gemma-3-4b-it, quantized-int4-tile-packed) / linux-job	17m 17s
test-model-cuda-e2e (mistralai, Voxtral-Mini-3B-2507, non-quantized) / linux-job	18m 33s
test-model-cuda-e2e (mistralai, Voxtral-Mini-3B-2507, quantized-int4-tile-packed) / linux-job	16m 57s
test-model-cuda-e2e (openai, whisper-large-v3-turbo, non-quantized) / linux-job	29m 44s
test-model-cuda-e2e (openai, whisper-small, non-quantized) / linux-job	19m 8s
test-model-cuda-e2e (openai, whisper-large-v3-turbo, quantized-int4-weight-only) / linux-job	30m 54s
test-model-cuda-e2e (openai, whisper-small, quantized-int4-tile-packed) / linux-job	31m 2s
test-model-cuda-e2e (mistralai, Voxtral-Mini-3B-2507, quantized-int4-weight-only) / linux-job	18m 31s
test-model-cuda-e2e (nvidia, parakeet-tdt, quantized-int4-weight-only) / linux-job	16m 44s
test-model-cuda-e2e (google, gemma-3-4b-it, non-quantized) / linux-job	19m 3s
test-model-cuda-e2e (openai, whisper-small, quantized-int4-weight-only) / linux-job	30m 43s
test-model-cuda-e2e (openai, whisper-large-v3-turbo, quantized-int4-tile-packed) / linux-job	30m 56s
	16h 53m 42s

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[ET-VK][testing] Add per-shader timing breakdown to benchmark output #8126

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[ET-VK][testing] Add per-shader timing breakdown to benchmark output #8126

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