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Google Tensor G4

Google Tensor G4 — Specifications and benchmarks. .

These specifications are supported by the linked sources. Core counts, clocks and memory capacities do not predict workload performance. Check benchmark versions, environments and sample counts.

Evidence review in progress · Search indexing deferred

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Related hardware

Compute

ParameterValue and conditions
CPU cores
8
Source and conditions

View source ↗

{
  "state": "known",
  "raw_label": "Total Cores",
  "raw_value": "8",
  "qualifiers": {
    "evidence_type": "review-published-specification",
    "notebookcheck_id": "18012",
    "release_status": "not independently verified",
    "source_field": "Total Cores",
    "source_product_url": "https://www.notebookcheck.net/Google-Tensor-G4-Processor-Benchmarks-and-Specs.898962.0.html",
    "source_row": 110,
    "variant_status": "GPU configuration may be pooled; CPU core variant retained"
  },
  "document_id": "platform-nb-cpu-full-9593510551dc5ce3"
}
threads
8
Source and conditions

View source ↗

{
  "state": "known",
  "raw_label": "Total Threads",
  "raw_value": "8",
  "qualifiers": {
    "evidence_type": "review-published-specification",
    "notebookcheck_id": "18012",
    "release_status": "not independently verified",
    "source_field": "Total Threads",
    "source_product_url": "https://www.notebookcheck.net/Google-Tensor-G4-Processor-Benchmarks-and-Specs.898962.0.html",
    "source_row": 110,
    "variant_status": "GPU configuration may be pooled; CPU core variant retained"
  },
  "document_id": "platform-nb-cpu-full-9593510551dc5ce3"
}

Public benchmarks

Compare results with matching versions, scenes, settings and statistics. A run count of 0 identifies an aggregate or reported value, not a newly measured run.

AI Benchmark (10)

AI Benchmark AI Score

1,301 points

Run count: 0 (aggregate / reported value)

View source ↗

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  "condition": {
    "benchmark": "AI Benchmark",
    "environment": {
      "accelerator": "Google Tensor TPU 2.0",
      "asset_checksum_status": "unavailable",
      "evidence_origin": "benchmark-author-reported",
      "evidence_type": "source-reported",
      "library_codes": "nn",
      "metric_semantics": "suite score; not TOPS or tokens/s",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "mixed",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
      "statistic": "reported"
    },
    "scene": "AI Score",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_ai_score",
    "version": "public ranking; build unknown"
  },
  "condition_id": "0a331eb3238027ba7695",
  "document_id": "bench-platform-ai-ranking-44de91de5539fb06",
  "example_record_ids": [
    "Google Tensor G4:Google Tensor TPU 2.0:nn:AI Score"
  ],
  "measured_from": null,
  "measured_to": null,
  "parameter_id": "benchmark.ai_benchmark_ai_score",
  "population": "Published results; individual run records and exact software builds unavailable",
  "product_id": "google-tensor-g4",
  "record_count": 1,
  "reported_value": 1301,
  "run_count": 0,
  "sample_status": "source-reported",
  "source_sample_count": null,
  "statistic": "reported"
}

AI Benchmark FP16 Accuracy

89.8 %

Run count: 0 (aggregate / reported value)

View source ↗

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    "benchmark": "AI Benchmark",
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      "library_codes": "nn",
      "metric_semantics": "accuracy percentage",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "FP16",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
      "statistic": "reported"
    },
    "scene": "FP16 Accuracy",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_fp16_accuracy",
    "version": "public ranking; build unknown"
  },
  "condition_id": "3def858022379ced7b61",
  "document_id": "bench-platform-ai-ranking-44de91de5539fb06",
  "example_record_ids": [
    "Google Tensor G4:Google Tensor TPU 2.0:nn:FP16 Accuracy"
  ],
  "measured_from": null,
  "measured_to": null,
  "parameter_id": "benchmark.ai_benchmark_fp16_accuracy",
  "population": "Published results; individual run records and exact software builds unavailable",
  "product_id": "google-tensor-g4",
  "record_count": 1,
  "reported_value": 89.8,
  "run_count": 0,
  "sample_status": "source-reported",
  "source_sample_count": null,
  "statistic": "reported"
}

AI Benchmark FP16 CNNs

368 points

Run count: 0 (aggregate / reported value)

View source ↗

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  "condition": {
    "benchmark": "AI Benchmark",
    "environment": {
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      "library_codes": "nn",
      "metric_semantics": "suite score; not TOPS or tokens/s",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "FP16",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
      "statistic": "reported"
    },
    "scene": "FP16 CNNs",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_fp16_cnns",
    "version": "public ranking; build unknown"
  },
  "condition_id": "7c7badb7521038ad0336",
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    "Google Tensor G4:Google Tensor TPU 2.0:nn:FP16 CNNs"
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  "record_count": 1,
  "reported_value": 368,
  "run_count": 0,
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  "source_sample_count": null,
  "statistic": "reported"
}

AI Benchmark FP16 Parallel

74 points

Run count: 0 (aggregate / reported value)

View source ↗

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  "condition": {
    "benchmark": "AI Benchmark",
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      "metric_semantics": "suite score; not TOPS or tokens/s",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "FP16",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
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    },
    "scene": "FP16 Parallel",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_fp16_parallel",
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  "condition_id": "7db9a50c915382ce22f0",
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    "Google Tensor G4:Google Tensor TPU 2.0:nn:FP16 Parallel"
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  "measured_from": null,
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  "population": "Published results; individual run records and exact software builds unavailable",
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  "record_count": 1,
  "reported_value": 74,
  "run_count": 0,
  "sample_status": "source-reported",
  "source_sample_count": null,
  "statistic": "reported"
}

AI Benchmark FP16 Transformer

47 points

Run count: 0 (aggregate / reported value)

View source ↗

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  "condition": {
    "benchmark": "AI Benchmark",
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      "library_codes": "nn",
      "metric_semantics": "suite score; not TOPS or tokens/s",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "FP16",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
      "statistic": "reported"
    },
    "scene": "FP16 Transformer",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_fp16_transformer",
    "version": "public ranking; build unknown"
  },
  "condition_id": "71d2a2a993c9ab05259d",
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    "Google Tensor G4:Google Tensor TPU 2.0:nn:FP16 Transformer"
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  "measured_from": null,
  "measured_to": null,
  "parameter_id": "benchmark.ai_benchmark_fp16_transformer",
  "population": "Published results; individual run records and exact software builds unavailable",
  "product_id": "google-tensor-g4",
  "record_count": 1,
  "reported_value": 47,
  "run_count": 0,
  "sample_status": "source-reported",
  "source_sample_count": null,
  "statistic": "reported"
}

AI Benchmark INT16 CNNs

0.1 points

Run count: 0 (aggregate / reported value)

View source ↗

{
  "comparison_readiness": "source-reported-only",
  "condition": {
    "benchmark": "AI Benchmark",
    "environment": {
      "accelerator": "Google Tensor TPU 2.0",
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      "evidence_type": "source-reported",
      "library_codes": "nn",
      "metric_semantics": "suite score; not TOPS or tokens/s",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "INT16",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
      "statistic": "reported"
    },
    "scene": "INT16 CNNs",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_int16_cnns",
    "version": "public ranking; build unknown"
  },
  "condition_id": "b3d75cb374a90638b15c",
  "document_id": "bench-platform-ai-ranking-44de91de5539fb06",
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    "Google Tensor G4:Google Tensor TPU 2.0:nn:INT16 CNNs"
  ],
  "measured_from": null,
  "measured_to": null,
  "parameter_id": "benchmark.ai_benchmark_int16_cnns",
  "population": "Published results; individual run records and exact software builds unavailable",
  "product_id": "google-tensor-g4",
  "record_count": 1,
  "reported_value": 0.1,
  "run_count": 0,
  "sample_status": "source-reported",
  "source_sample_count": null,
  "statistic": "reported"
}

AI Benchmark INT8 Accuracy

82.4 %

Run count: 0 (aggregate / reported value)

View source ↗

{
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  "condition": {
    "benchmark": "AI Benchmark",
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      "library_codes": "nn",
      "metric_semantics": "accuracy percentage",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "INT8",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
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    },
    "scene": "INT8 Accuracy",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_int8_accuracy",
    "version": "public ranking; build unknown"
  },
  "condition_id": "cf8b2a2f78b3d508bfe6",
  "document_id": "bench-platform-ai-ranking-44de91de5539fb06",
  "example_record_ids": [
    "Google Tensor G4:Google Tensor TPU 2.0:nn:INT8 Accuracy"
  ],
  "measured_from": null,
  "measured_to": null,
  "parameter_id": "benchmark.ai_benchmark_int8_accuracy",
  "population": "Published results; individual run records and exact software builds unavailable",
  "product_id": "google-tensor-g4",
  "record_count": 1,
  "reported_value": 82.4,
  "run_count": 0,
  "sample_status": "source-reported",
  "source_sample_count": null,
  "statistic": "reported"
}

AI Benchmark INT8 CNNs

426 points

Run count: 0 (aggregate / reported value)

View source ↗

{
  "comparison_readiness": "source-reported-only",
  "condition": {
    "benchmark": "AI Benchmark",
    "environment": {
      "accelerator": "Google Tensor TPU 2.0",
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      "library_codes": "nn",
      "metric_semantics": "suite score; not TOPS or tokens/s",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "INT8",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
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    },
    "scene": "INT8 CNNs",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_int8_cnns",
    "version": "public ranking; build unknown"
  },
  "condition_id": "27beab739777b0f7f1ac",
  "document_id": "bench-platform-ai-ranking-44de91de5539fb06",
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    "Google Tensor G4:Google Tensor TPU 2.0:nn:INT8 CNNs"
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  "measured_from": null,
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  "parameter_id": "benchmark.ai_benchmark_int8_cnns",
  "population": "Published results; individual run records and exact software builds unavailable",
  "product_id": "google-tensor-g4",
  "record_count": 1,
  "reported_value": 426,
  "run_count": 0,
  "sample_status": "source-reported",
  "source_sample_count": null,
  "statistic": "reported"
}

AI Benchmark INT8 Parallel

287 points

Run count: 0 (aggregate / reported value)

View source ↗

{
  "comparison_readiness": "source-reported-only",
  "condition": {
    "benchmark": "AI Benchmark",
    "environment": {
      "accelerator": "Google Tensor TPU 2.0",
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      "evidence_type": "source-reported",
      "library_codes": "nn",
      "metric_semantics": "suite score; not TOPS or tokens/s",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "INT8",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
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    },
    "scene": "INT8 Parallel",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_int8_parallel",
    "version": "public ranking; build unknown"
  },
  "condition_id": "8c802a1f2ce5c79b8ae0",
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    "Google Tensor G4:Google Tensor TPU 2.0:nn:INT8 Parallel"
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  "measured_from": null,
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  "parameter_id": "benchmark.ai_benchmark_int8_parallel",
  "population": "Published results; individual run records and exact software builds unavailable",
  "product_id": "google-tensor-g4",
  "record_count": 1,
  "reported_value": 287,
  "run_count": 0,
  "sample_status": "source-reported",
  "source_sample_count": null,
  "statistic": "reported"
}

AI Benchmark INT8 Transformer

104 points

Run count: 0 (aggregate / reported value)

View source ↗

{
  "comparison_readiness": "source-reported-only",
  "condition": {
    "benchmark": "AI Benchmark",
    "environment": {
      "accelerator": "Google Tensor TPU 2.0",
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      "library_codes": "nn",
      "metric_semantics": "suite score; not TOPS or tokens/s",
      "population": "Published results; individual run records and exact software builds unavailable",
      "precision": "INT8",
      "settings_status": "unknown",
      "source_chipset": "Google Tensor G4",
      "source_sample_count": null,
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    },
    "scene": "INT8 Transformer",
    "scene_checksum": "source-workload:benchmark.ai_benchmark_int8_transformer",
    "version": "public ranking; build unknown"
  },
  "condition_id": "5273db03ae3d93f38dc4",
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    "Google Tensor G4:Google Tensor TPU 2.0:nn:INT8 Transformer"
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  "population": "Published results; individual run records and exact software builds unavailable",
  "product_id": "google-tensor-g4",
  "record_count": 1,
  "reported_value": 104,
  "run_count": 0,
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  "source_sample_count": null,
  "statistic": "reported"
}
CrossMark (1)

CrossMark build unknown overall

1,014.5 points

Run count: 0 (aggregate / reported value)

View source ↗

{
  "comparison_readiness": "source-aggregate-only",
  "condition": {
    "benchmark": "CrossMark",
    "environment": {
      "backend": "CPU",
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      "scene_identity_status": "source-workload-id; asset checksum unavailable",
      "settings_status": "unknown",
      "source_device_name": "Google Tensor G4",
      "source_model_url": "https://www.notebookcheck.net/Google-Tensor-G4-Processor-Benchmarks-and-Specs.898962.0.html",
      "source_sample_count": 5,
      "statistic": "median",
      "variant_status": "source-pooled-configurations"
    },
    "scene": "overall",
    "scene_checksum": "source-workload:benchmark.crossmark",
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  "condition_id": "b246597ebaf46b84c794",
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    "18012:CrossMark Overall"
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  "measured_from": null,
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  "record_count": 1,
  "reported_value": 1014.5,
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  "source_sample_count": 5,
  "statistic": "median"
}
Geekbench (6)

Geekbench 4.4 64-bit multi-core

15,176.5 points

Run count: 0 (aggregate / reported value)

View source ↗

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      "source_sample_count": 2,
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      "variant_status": "source-pooled-configurations"
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    "scene": "multi-core",
    "scene_checksum": "source-workload:benchmark.geekbench44_multi",
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  "reported_value": 15176.5,
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  "sample_status": "source-aggregate",
  "source_sample_count": 2,
  "statistic": "median"
}

Geekbench 4.4 64-bit single-core

6,500.5 points

Run count: 0 (aggregate / reported value)

View source ↗

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    "scene": "single-core",
    "scene_checksum": "source-workload:benchmark.geekbench44_single",
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  "source_sample_count": 2,
  "statistic": "median"
}

Geekbench 5.5 multi-core

3,787 points

Run count: 0 (aggregate / reported value)

View source ↗

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      "source_sample_count": 3,
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      "variant_status": "source-pooled-configurations"
    },
    "scene": "multi-core",
    "scene_checksum": "source-workload:benchmark.geekbench55_multi",
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  "measured_from": null,
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  "parameter_id": "benchmark.geekbench55_multi",
  "population": "Notebookcheck internal and external reviews; mixed systems",
  "product_id": "google-tensor-g4",
  "record_count": 1,
  "reported_value": 3787,
  "run_count": 0,
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  "source_sample_count": 3,
  "statistic": "median"
}

Geekbench 5.5 single-core

1,374 points

Run count: 0 (aggregate / reported value)

View source ↗

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    },
    "scene": "single-core",
    "scene_checksum": "source-workload:benchmark.geekbench55_single",
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  "source_sample_count": 3,
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Geekbench 6.7 multi-core

4,518.5 points

Run count: 0 (aggregate / reported value)

View source ↗

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      "source_sample_count": 6,
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    },
    "scene": "multi-core",
    "scene_checksum": "source-workload:benchmark.geekbench67_multi",
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  "source_sample_count": 6,
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}

Geekbench 6.7 single-core

1,874 points

Run count: 0 (aggregate / reported value)

View source ↗

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  "source_sample_count": 6,
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}
JetStream (2)

JetStream 2 total

108.43 points

Run count: 0 (aggregate / reported value)

View source ↗

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    "benchmark": "JetStream",
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      "source_device_name": "Google Tensor G4",
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      "source_sample_count": 5,
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    "scene": "total",
    "scene_checksum": "source-workload:benchmark.jetstream2",
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    "18012:Jetstream 2"
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  "measured_to": null,
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  "source_sample_count": 5,
  "statistic": "median"
}

JetStream 2.2 total

181.51 points

Run count: 0 (aggregate / reported value)

View source ↗

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    "benchmark": "JetStream",
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      "source_device_name": "Google Tensor G4",
      "source_model_url": "https://www.notebookcheck.net/Google-Tensor-G4-Processor-Benchmarks-and-Specs.898962.0.html",
      "source_sample_count": 2,
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    },
    "scene": "total",
    "scene_checksum": "source-workload:benchmark.jetstream22",
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    "18012:Jetstream 2 2.2 Total"
  ],
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}
Octane (1)

Octane V2 total

60,566 points

Run count: 0 (aggregate / reported value)

View source ↗

{
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  "condition": {
    "benchmark": "Octane",
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      "source_device_name": "Google Tensor G4",
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      "source_sample_count": 5,
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      "variant_status": "source-pooled-configurations"
    },
    "scene": "total",
    "scene_checksum": "source-workload:benchmark.octane2",
    "version": "V2"
  },
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  "example_record_ids": [
    "18012:Octane V2 Total Score"
  ],
  "measured_from": null,
  "measured_to": null,
  "parameter_id": "benchmark.octane2",
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  "reported_value": 60566,
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  "source_sample_count": 5,
  "statistic": "median"
}
Speedometer (1)

Speedometer 2.0 total

207 runs/min

Run count: 0 (aggregate / reported value)

View source ↗

{
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  "condition": {
    "benchmark": "Speedometer",
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      "source_device_name": "Google Tensor G4",
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    },
    "scene": "total",
    "scene_checksum": "source-workload:benchmark.speedometer20",
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  },
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    "18012:Speedometer 2.0"
  ],
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  "parameter_id": "benchmark.speedometer20",
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  "reported_value": 207,
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  "sample_status": "source-aggregate",
  "source_sample_count": 5,
  "statistic": "median"
}
WebXPRT (1)

WebXPRT 4 overall

106 points

Run count: 0 (aggregate / reported value)

View source ↗

{
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  "condition": {
    "benchmark": "WebXPRT",
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      "source_device_name": "Google Tensor G4",
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    },
    "scene": "overall",
    "scene_checksum": "source-workload:benchmark.webxprt4",
    "version": "4"
  },
  "condition_id": "95036b75240deb481c62",
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  "example_record_ids": [
    "18012:WebXPRT 4 Overall"
  ],
  "measured_from": null,
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  "parameter_id": "benchmark.webxprt4",
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  "product_id": "google-tensor-g4",
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}

Sources

Source terms and retrieval dates are listed below. Published values and conditions may change.