Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
capture_id: string
evaluation_mode: string
forward_steps: int64
geometry: string
hardware_tier: string
kernel_summary: struct<by_accelerator_core: string, top_op_types: list<item: struct<core: string, count: int64, tota (... 151 chars omitted)
child 0, by_accelerator_core: string
child 1, top_op_types: list<item: struct<core: string, count: int64, total_us: double, type: string, max_us: double, mean_u (... 40 chars omitted)
child 0, item: struct<core: string, count: int64, total_us: double, type: string, max_us: double, mean_us: double, (... 28 chars omitted)
child 0, core: string
child 1, count: int64
child 2, total_us: double
child 3, type: string
child 4, max_us: double
child 5, mean_us: double
child 6, min_us: double
child 7, pct: double
child 2, total_kernel_duration_us: double
child 3, total_kernel_rows: int64
model_case: string
observed_ms: double
operator_modeling: struct<by_accelerator_core: string, canonical_families: struct<attention: struct<observed_ms: double (... 1715 chars omitted)
child 0, by_accelerator_core: string
child 1, canonical_families: struct<attention: struct<observed_ms: double, predicted_ms: double, relative_error: double>, collect (... 509 chars omitted)
child 0, attention: struct<observed_ms: double, predicted_ms: double, relative_error: double>
child 0, observed_ms: double
child 1, predicted_ms: double
child 2,
...
ved_ms: double
child 1, predicted_ms: double
child 2, relative_error: double
child 5, norm_activation_elementwise: struct<observed_ms: double, predicted_ms: double, relative_error: double>
child 0, observed_ms: double
child 1, predicted_ms: double
child 2, relative_error: double
passed_10pct: bool
passed_15pct: bool
phase: string
predicted_ms: double
relative_error: double
source_calibration: struct<evaluation_relation: string, target_timing_used_to_fit: bool>
child 0, evaluation_relation: string
child 1, target_timing_used_to_fit: bool
status: string
structural_inference: struct<fused_composites: int64, has_speculative_decoding: bool, inferred_steps: int64, schema: strin (... 28 chars omitted)
child 0, fused_composites: int64
child 1, has_speculative_decoding: bool
child 2, inferred_steps: int64
child 3, schema: string
child 4, total_body_layers: int64
suite: string
target_timing_used_to_fit: bool
per_layer: null
layer_summary: null
chunk_count: int64
traits: struct<cell: string, cohort: string, concurrency: int64, context_tokens: int64, dp: int64, ep: int64 (... 94 chars omitted)
child 0, cell: string
child 1, cohort: string
child 2, concurrency: int64
child 3, context_tokens: int64
child 4, dp: int64
child 5, ep: int64
child 6, family: string
child 7, is_eager: bool
child 8, phase: string
child 9, spec_tokens: int64
child 10, suite: string
child 11, tp: int64
source_sha256: string
to
{'capture_id': Value('string'), 'chunk_count': Value('int64'), 'evaluation_mode': Value('string'), 'forward_steps': Value('int64'), 'geometry': Json(decode=True), 'hardware_tier': Value('string'), 'kernel_summary': {'by_accelerator_core': Json(decode=True), 'top_op_types': List({'core': Value('string'), 'count': Value('int64'), 'total_us': Value('float64'), 'type': Value('string')}), 'total_kernel_duration_us': Value('float64'), 'total_kernel_rows': Value('int64')}, 'model_case': Value('string'), 'observed_ms': Value('float64'), 'operator_modeling': {'by_accelerator_core': Json(decode=True), 'canonical_families': {'attention': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'collective': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'elementwise_quant': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'gemm': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'kv_cache': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'moe': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'norm_residual': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}}, 'families': {'attention_mla': {'observed_ms': Valu
...
': Value('float64'), 'relative_error': Value('float64')}, 'collective_comm': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'kv_cache_position_rope': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'matmul_gemm': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'moe_routing_grouped_gemm': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'norm_activation_elementwise': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}}}, 'passed_10pct': Value('bool'), 'passed_15pct': Value('bool'), 'per_layer': Json(decode=True), 'phase': Value('string'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64'), 'source_calibration': {'evaluation_relation': Value('string'), 'target_timing_used_to_fit': Value('bool')}, 'source_sha256': Value('string'), 'status': Value('string'), 'suite': Value('string'), 'target_timing_used_to_fit': Value('bool'), 'layer_summary': Json(decode=True), 'traits': {'cell': Value('string'), 'cohort': Value('string'), 'concurrency': Value('int64'), 'context_tokens': Value('int64'), 'dp': Value('int64'), 'ep': Value('int64'), 'family': Value('string'), 'is_eager': Value('bool'), 'phase': Value('string'), 'spec_tokens': Value('int64'), 'suite': Value('string'), 'tp': Value('int64')}}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1835, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 621, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 361, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
capture_id: string
evaluation_mode: string
forward_steps: int64
geometry: string
hardware_tier: string
kernel_summary: struct<by_accelerator_core: string, top_op_types: list<item: struct<core: string, count: int64, tota (... 151 chars omitted)
child 0, by_accelerator_core: string
child 1, top_op_types: list<item: struct<core: string, count: int64, total_us: double, type: string, max_us: double, mean_u (... 40 chars omitted)
child 0, item: struct<core: string, count: int64, total_us: double, type: string, max_us: double, mean_us: double, (... 28 chars omitted)
child 0, core: string
child 1, count: int64
child 2, total_us: double
child 3, type: string
child 4, max_us: double
child 5, mean_us: double
child 6, min_us: double
child 7, pct: double
child 2, total_kernel_duration_us: double
child 3, total_kernel_rows: int64
model_case: string
observed_ms: double
operator_modeling: struct<by_accelerator_core: string, canonical_families: struct<attention: struct<observed_ms: double (... 1715 chars omitted)
child 0, by_accelerator_core: string
child 1, canonical_families: struct<attention: struct<observed_ms: double, predicted_ms: double, relative_error: double>, collect (... 509 chars omitted)
child 0, attention: struct<observed_ms: double, predicted_ms: double, relative_error: double>
child 0, observed_ms: double
child 1, predicted_ms: double
child 2,
...
ved_ms: double
child 1, predicted_ms: double
child 2, relative_error: double
child 5, norm_activation_elementwise: struct<observed_ms: double, predicted_ms: double, relative_error: double>
child 0, observed_ms: double
child 1, predicted_ms: double
child 2, relative_error: double
passed_10pct: bool
passed_15pct: bool
phase: string
predicted_ms: double
relative_error: double
source_calibration: struct<evaluation_relation: string, target_timing_used_to_fit: bool>
child 0, evaluation_relation: string
child 1, target_timing_used_to_fit: bool
status: string
structural_inference: struct<fused_composites: int64, has_speculative_decoding: bool, inferred_steps: int64, schema: strin (... 28 chars omitted)
child 0, fused_composites: int64
child 1, has_speculative_decoding: bool
child 2, inferred_steps: int64
child 3, schema: string
child 4, total_body_layers: int64
suite: string
target_timing_used_to_fit: bool
per_layer: null
layer_summary: null
chunk_count: int64
traits: struct<cell: string, cohort: string, concurrency: int64, context_tokens: int64, dp: int64, ep: int64 (... 94 chars omitted)
child 0, cell: string
child 1, cohort: string
child 2, concurrency: int64
child 3, context_tokens: int64
child 4, dp: int64
child 5, ep: int64
child 6, family: string
child 7, is_eager: bool
child 8, phase: string
child 9, spec_tokens: int64
child 10, suite: string
child 11, tp: int64
source_sha256: string
to
{'capture_id': Value('string'), 'chunk_count': Value('int64'), 'evaluation_mode': Value('string'), 'forward_steps': Value('int64'), 'geometry': Json(decode=True), 'hardware_tier': Value('string'), 'kernel_summary': {'by_accelerator_core': Json(decode=True), 'top_op_types': List({'core': Value('string'), 'count': Value('int64'), 'total_us': Value('float64'), 'type': Value('string')}), 'total_kernel_duration_us': Value('float64'), 'total_kernel_rows': Value('int64')}, 'model_case': Value('string'), 'observed_ms': Value('float64'), 'operator_modeling': {'by_accelerator_core': Json(decode=True), 'canonical_families': {'attention': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'collective': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'elementwise_quant': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'gemm': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'kv_cache': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'moe': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'norm_residual': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}}, 'families': {'attention_mla': {'observed_ms': Valu
...
': Value('float64'), 'relative_error': Value('float64')}, 'collective_comm': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'kv_cache_position_rope': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'matmul_gemm': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'moe_routing_grouped_gemm': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}, 'norm_activation_elementwise': {'observed_ms': Value('float64'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64')}}}, 'passed_10pct': Value('bool'), 'passed_15pct': Value('bool'), 'per_layer': Json(decode=True), 'phase': Value('string'), 'predicted_ms': Value('float64'), 'relative_error': Value('float64'), 'source_calibration': {'evaluation_relation': Value('string'), 'target_timing_used_to_fit': Value('bool')}, 'source_sha256': Value('string'), 'status': Value('string'), 'suite': Value('string'), 'target_timing_used_to_fit': Value('bool'), 'layer_summary': Json(decode=True), 'traits': {'cell': Value('string'), 'cohort': Value('string'), 'concurrency': Value('int64'), 'context_tokens': Value('int64'), 'dp': Value('int64'), 'ep': Value('int64'), 'family': Value('string'), 'is_eager': Value('bool'), 'phase': Value('string'), 'spec_tokens': Value('int64'), 'suite': Value('string'), 'tp': Value('int64')}}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1379, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 956, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
capture_id string | chunk_count int64 | evaluation_mode string | forward_steps int64 | geometry unknown | hardware_tier string | kernel_summary dict | model_case string | observed_ms float64 | operator_modeling dict | passed_10pct bool | passed_15pct bool | per_layer unknown | phase string | predicted_ms float64 | relative_error float64 | source_calibration dict | source_sha256 string | status string | suite string | target_timing_used_to_fit bool | layer_summary unknown | traits dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
registered_decode:glm53flash-a3-tp16-c4-livepre | 0 | zero_shot_structure_pipeline | 73 | {
"active_hbm_mb": 104000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 16,
"phase": "decode",
"query_rows": 24,
"sequences_per_replica": 4,
"structural_weights": [
0.1587579506,
0.2910... | A3 | {
"by_accelerator_core": {
"AI_CORE": 344228.56,
"AI_CPU": 34399.27,
"AI_VECTOR_CORE": 599165.67,
"MIX_AIC": 854311.49,
"MIX_AIV": 340491.82
},
"top_op_types": [
{
"core": "AI_CORE",
"count": 19096,
"total_us": 235529.5,
"type": "MatMulV2"
},
{
"core":... | cases/decode-glm53flash-a3-tp16-c4-livepre.json | 29.7616 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 4.7154597265,
"predicted_ms": 4.8068952239,
"relative_error": 0.01939058
},
"AI_VECTOR_CORE": {
"observed_ms": 8.6789717817,
"predicted_ms": 8.8119436638,
"relative_error": 0.01532116
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 42
} | decode | 30.2623 | 0.016824 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 5588b1d2952c55eae07e47f6c16de349e2b6fe95e370a8b060be041b5bab83ec | compared | registered_decode | false | null | null |
registered_decode:glm53flash-a3-tp16-c16-livepre | 0 | zero_shot_structure_pipeline | 108 | {
"active_hbm_mb": 105000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 16,
"phase": "decode",
"query_rows": 96,
"sequences_per_replica": 16,
"structural_weights": [
0.13641708600000002,
... | A3 | {
"by_accelerator_core": {
"AI_CORE": 603865.18,
"AI_CPU": 166212.42,
"AI_VECTOR_CORE": 1156977.56,
"MIX_AIC": 1983304.62,
"MIX_AIV": 525103.02
},
"top_op_types": [
{
"core": "MIX_AIC",
"count": 1792,
"total_us": 633641.22,
"type": "KvQuantSparseFlashAttentionVllm"
... | cases/decode-glm53flash-a3-tp16-c16-livepre.json | 41.0691 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 5.5913442593,
"predicted_ms": 6.0494503054,
"relative_error": 0.08193129
},
"AI_VECTOR_CORE": {
"observed_ms": 12.2517590741,
"predicted_ms": 13.2026450827,
"relative_error": 0.07761219999999999
},
"COMMUNIC... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 33
} | decode | 44.3023 | 0.078726 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 716c23ec3bd65ad22b6dbedfc2b0ef15dff60a77873eb6b90f5dae9a55183d6a | compared | registered_decode | false | null | null |
registered_decode:glm53flash-a3-tp16-c2 | 0 | zero_shot_structure_pipeline | 58 | {
"active_hbm_mb": 119000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 12,
"sequences_per_replica": 2,
"structural_weights": [
0.0761367498,
0.69048... | A3 | {
"by_accelerator_core": {
"AI_CORE": 150364.23,
"AI_CPU": 1066542.65,
"AI_VECTOR_CORE": 302573.97,
"DSA_SQE": 25.53,
"MIX_AIC": 369201.3,
"MIX_AIV": 90165.32
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 6466,
"total_us": 714025.73,
"type": "allreduceAicpuK... | cases/decode-glm53flash-a3-tp16-c2.json | 34.1185 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.5924867241,
"predicted_ms": 2.4162481743,
"relative_error": 0.0679805
},
"AI_VECTOR_CORE": {
"observed_ms": 23.6054589655,
"predicted_ms": 21.9129206696,
"relative_error": 0.07170114
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 41
} | decode | 31.6873 | 0.071258 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | ba2ee6f17a186aa81de0f2ac414c405e88eeb85f80845b4d00871c61f743ce1e | compared | registered_decode | false | null | null |
registered_decode:glm53flash-a3-tp16-c4 | 0 | zero_shot_structure_pipeline | 61 | {
"active_hbm_mb": 127000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 24,
"sequences_per_replica": 4,
"structural_weights": [
0.0723986726,
0.65208... | A3 | {
"by_accelerator_core": {
"AI_CORE": 175600.69,
"AI_CPU": 1209086.59,
"AI_VECTOR_CORE": 378857.94,
"DSA_SQE": 27.51,
"MIX_AIC": 568946.19,
"MIX_AIV": 97800.38
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 6890,
"total_us": 788982.38,
"type": "allreduceAicpu... | cases/decode-glm53flash-a3-tp16-c4.json | 39.8413 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.8786998361,
"predicted_ms": 2.6797239727,
"relative_error": 0.06912005
},
"AI_VECTOR_CORE": {
"observed_ms": 26.031877541,
"predicted_ms": 24.1358162453,
"relative_error": 0.07283613
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 42
} | decode | 36.9532 | 0.07249 | {
"evaluation_relation": "not_declared",
"target_timing_used_to_fit": false
} | f32ebba6da0e3b2af9d801bd85ed41f1341dc315e35abfd85a7424b26c70129f | compared | registered_decode | false | null | null |
registered_decode:glm53flash-a5-tp8-c3 | 0 | zero_shot_structure_pipeline | 53 | {
"active_hbm_mb": 42100,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 16,
"sequences_per_replica": 4,
"structural_weights": [
0.11165342460000001,
0... | A5 | {
"by_accelerator_core": {
"AI_CORE": 124420.86,
"AI_CPU": 437284.11,
"AI_VECTOR_CORE": 230339.58,
"MIX_AIC": 260614.1,
"MIX_AIV": 63918.85
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 5300,
"total_us": 413841.54,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-glm53flash-a5-tp8-c3.json | 21.0675 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.3475633962,
"predicted_ms": 2.3282374525,
"relative_error": 0.00823234
},
"AI_VECTOR_CORE": {
"observed_ms": 12.5966733962,
"predicted_ms": 12.4431011295,
"relative_error": 0.012191490000000001
},
"COMMUNI... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 43
} | decode | 20.8245 | 0.011534 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | b53a6aa7c05c3ed8e17adcb3356e0ba573a6bd3cd305fa3853d55da60852bd90 | compared | registered_decode | false | null | null |
registered_decode:glm53flash-a5-tp8-c96 | 0 | zero_shot_structure_pipeline | 27 | {
"active_hbm_mb": 28200,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 384,
"sequences_per_replica": 96,
"structural_weights": [
0.1460122386,
0.6027... | A5 | {
"by_accelerator_core": {
"AI_CORE": 226584.46,
"AI_CPU": 484830.03,
"AI_VECTOR_CORE": 454291.6,
"MIX_AIC": 323038.07,
"MIX_AIV": 66177.75
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 2700,
"total_us": 456609.49,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-glm53flash-a5-tp8-c96.json | 57.5897 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 8.392017037,
"predicted_ms": 9.0692246782,
"relative_error": 0.08069665
},
"AI_VECTOR_CORE": {
"observed_ms": 34.7822825924,
"predicted_ms": 37.4390399201,
"relative_error": 0.07638249
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 43
} | decode | 62.0327 | 0.077149 | {
"evaluation_relation": "not_declared",
"target_timing_used_to_fit": false
} | 097fe7ff85e68bf79c3bac0e35b03d5192618b6f63ea9772216263cc62901c4c | compared | registered_decode | false | null | null |
registered_decode:glm53flash-a5-tp8-c1 | 0 | zero_shot_structure_pipeline | 65 | {
"active_hbm_mb": 36100,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 4,
"sequences_per_replica": 1,
"structural_weights": [
0.0897874376,
0.6632199... | A5 | {
"by_accelerator_core": {
"AI_CORE": 91347.92,
"AI_CPU": 454240.15,
"AI_VECTOR_CORE": 223210.83,
"MIX_AIC": 181046.72,
"MIX_AIV": 69568.88
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 6500,
"total_us": 429023.82,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-glm53flash-a5-tp8-c1.json | 15.6833 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 1.4053526154,
"predicted_ms": 1.3910087496,
"relative_error": 0.0102066
},
"AI_VECTOR_CORE": {
"observed_ms": 10.422322769200001,
"predicted_ms": 10.2747649135,
"relative_error": 0.01415787
},
"COMMUNICATION... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 42
} | decode | 15.4724 | 0.013447 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 2bf66f59e2f30688aace98458c8c02cf6da2095922b694d468df08dcc056dc02 | compared | registered_decode | false | null | null |
registered_decode:a5_kimi_k3_p32768_c1 | 0 | zero_shot_structure_pipeline | 63 | {
"active_hbm_mb": 21600,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 32768,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 1,
"sequences_per_replica": 1,
"structural_weights": [
0.1349386323,
0.346301... | A5 | {
"by_accelerator_core": {
"AI_CORE": 276206.25,
"AI_CPU": 293870.89,
"AI_VECTOR_CORE": 417816.11,
"MIX_AIC": 930831.07,
"MIX_AIV": 132272.18
},
"top_op_types": [
{
"core": "MIX_AIC",
"count": 1104,
"total_us": 252053.45,
"type": "ChunkKdaFwd"
},
{
"co... | cases/decode-a5_kimi_k3_p32768_c1.json | 32.5555 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 4.3842261905,
"predicted_ms": 4.3438734781,
"relative_error": 0.00920407
},
"AI_VECTOR_CORE": {
"observed_ms": 11.2966190476,
"predicted_ms": 11.1479629926,
"relative_error": 0.01315934
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 93,
"declared_layers": 93,
"observed_layers": 93,
"passed_layers": 91
} | decode | 32.1462 | 0.012572 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | ad8472caf852a2cb11eaf35cf30c50ce99d9ab2a2a684946b9f5ff904f20d1d2 | compared | registered_decode | false | null | null |
registered_decode:v4flash-a3-tp8-c4 | 0 | zero_shot_structure_pipeline | 108 | {
"active_hbm_mb": 82300,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 8,
"sequences_per_replica": 4,
"structural_weights": [
0.0769729667,
0.2676569... | A3 | {
"by_accelerator_core": {
"AI_CORE": 269519.69,
"AI_CPU": 1123296.7,
"AI_VECTOR_CORE": 758609.58,
"DSA_SQE": 39.03,
"MIX_AIC": 1200710.55,
"MIX_AIV": 156312.44
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 10350,
"total_us": 659557.63,
"type": "allreduceAic... | cases/decode-v4flash-a3-tp8-c4.json | 32.486 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.4955526854,
"predicted_ms": 2.3253336701,
"relative_error": 0.06820894
},
"AI_VECTOR_CORE": {
"observed_ms": 17.4250581495,
"predicted_ms": 16.2122071627,
"relative_error": 0.06960384
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 43,
"declared_layers": 43,
"observed_layers": 43,
"passed_layers": 41
} | decode | 30.1994 | 0.070387 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 986128397e536d321fdfa1605f4f935cded1a15fc66da3d97da75c26d043ed30 | compared | registered_decode | false | null | null |
registered_decode:v4flash-a3-tp8-c8 | 0 | zero_shot_structure_pipeline | 111 | {
"active_hbm_mb": 82300,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 16,
"sequences_per_replica": 8,
"structural_weights": [
0.0737208092,
0.248372... | A3 | {
"by_accelerator_core": {
"AI_CORE": 308399.02,
"AI_CPU": 1119896.36,
"AI_VECTOR_CORE": 966482.65,
"DSA_SQE": 35.44,
"MIX_AIC": 1679966.48,
"MIX_AIV": 116924.15
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 10890,
"total_us": 627792.05,
"type": "allreduceAi... | cases/decode-v4flash-a3-tp8-c8.json | 37.7631 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.7783695495,
"predicted_ms": 2.5893807844,
"relative_error": 0.06802146
},
"AI_VECTOR_CORE": {
"observed_ms": 18.7962072973,
"predicted_ms": 17.4914377087,
"relative_error": 0.06941664
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 43,
"declared_layers": 43,
"observed_layers": 43,
"passed_layers": 43
} | decode | 35.1016 | 0.070479 | {
"evaluation_relation": "not_declared",
"target_timing_used_to_fit": false
} | 29dc679872bdacaf813511daff39807cf9a4ca4427625b07d8a95df211e18104 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53_dc4k_b1 | 0 | zero_shot_structure_pipeline | 74 | {
"active_hbm_mb": 93400,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 1,
"sequences_per_replica": 1,
"structural_weights": [
0.0565488587,
0.4946174... | A3 | {
"by_accelerator_core": {
"AI_CORE": 162685.49,
"AI_CPU": 1171919.18,
"AI_VECTOR_CORE": 256749.7,
"COMMUNICATION": 179040.32,
"MIX_AIC": 1070436.13,
"MIX_AIV": 41824.37
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 11618,
"total_us": 1164231.31,
"type": "al... | cases/decode-a3_glm53_dc4k_b1.json | 38.9548 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.1984525673,
"predicted_ms": 2.1544898881,
"relative_error": 0.0199971
},
"AI_VECTOR_CORE": {
"observed_ms": 19.3063362138,
"predicted_ms": 18.8447354462,
"relative_error": 0.02390929
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 78,
"declared_layers": 78,
"observed_layers": 78,
"passed_layers": 78
} | decode | 38.0409 | 0.023461 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 98289ffd50f1b058e5a070be6cec7f7e3d3f245792455602a7faf1ab89bb29b1 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53_dc4k_b2 | 0 | zero_shot_structure_pipeline | 70 | {
"active_hbm_mb": 93400,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 2,
"sequences_per_replica": 2,
"structural_weights": [
0.0557443845,
0.4842908... | A3 | {
"by_accelerator_core": {
"AI_CORE": 159549.83,
"AI_CPU": 1129858.78,
"AI_VECTOR_CORE": 261818.95,
"COMMUNICATION": 176396.41,
"MIX_AIC": 1093863.9,
"MIX_AIV": 46405.12
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 10990,
"total_us": 1122441.51,
"type": "al... | cases/decode-a3_glm53_dc4k_b2.json | 40.9699 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.2792832859,
"predicted_ms": 2.2196332013,
"relative_error": 0.02617054
},
"AI_VECTOR_CORE": {
"observed_ms": 19.88111043,
"predicted_ms": 19.2835222794,
"relative_error": 0.03005809
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 78,
"declared_layers": 78,
"observed_layers": 78,
"passed_layers": 78
} | decode | 39.7565 | 0.029617 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 8ef7c8d15d0cf3c83b8e029d92983e543beeea2fc99572dc6c9a83a5892469e4 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53_dc4k_b4 | 0 | zero_shot_structure_pipeline | 67 | {
"active_hbm_mb": 92800,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 4,
"sequences_per_replica": 4,
"structural_weights": [
0.0542597882,
0.4729120... | A3 | {
"by_accelerator_core": {
"AI_CORE": 157598.47,
"AI_CPU": 1107268.12,
"AI_VECTOR_CORE": 271818.19,
"COMMUNICATION": 157645.09,
"MIX_AIC": 1167381.4,
"MIX_AIV": 48614.63
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 10519,
"total_us": 1099956.08,
"type": "al... | cases/decode-a3_glm53_dc4k_b4.json | 43.4377 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.3522159701,
"predicted_ms": 2.3335183255,
"relative_error": 0.00794895
},
"AI_VECTOR_CORE": {
"observed_ms": 20.5833777612,
"predicted_ms": 20.3382455278,
"relative_error": 0.01190923
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 78,
"declared_layers": 78,
"observed_layers": 78,
"passed_layers": 78
} | decode | 42.9365 | 0.011538 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 0bc83b76a9e362f907280c7f7cb8be53b9b72c845e9183563a20f81257d4989d | compared | registered_decode | false | null | null |
registered_decode:a3_glm53_dc4k_b8 | 0 | zero_shot_structure_pipeline | 61 | {
"active_hbm_mb": 82000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 8,
"sequences_per_replica": 8,
"structural_weights": [
0.0524376728,
0.4578907... | A3 | {
"by_accelerator_core": {
"AI_CORE": 150400.42,
"AI_CPU": 1036729.67,
"AI_VECTOR_CORE": 281844.98,
"COMMUNICATION": 154259.8,
"MIX_AIC": 1202407.12,
"MIX_AIV": 48269.32
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 9734,
"total_us": 1029833.62,
"type": "all... | cases/decode-a3_glm53_dc4k_b8.json | 47.1133 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.4655806555,
"predicted_ms": 2.3163935531,
"relative_error": 0.060507899999999996
},
"AI_VECTOR_CORE": {
"observed_ms": 21.615977867,
"predicted_ms": 20.2269704649,
"relative_error": 0.06425837
},
"COMMUNIC... | true | true | {
"compared_layers": 78,
"declared_layers": 78,
"observed_layers": 78,
"passed_layers": 78
} | decode | 44.1012 | 0.063933 | {
"evaluation_relation": "not_declared",
"target_timing_used_to_fit": false
} | 1f881841ef125a0423c49a7506f80e2ff84c53e23ec6d703fdba04819a477440 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53_dc16k_b1 | 0 | zero_shot_structure_pipeline | 74 | {
"active_hbm_mb": 54000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 16384,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 1,
"sequences_per_replica": 1,
"structural_weights": [
0.0567462826,
0.494083... | A3 | {
"by_accelerator_core": {
"AI_CORE": 163912.68,
"AI_CPU": 1174767.49,
"AI_VECTOR_CORE": 258122.02,
"COMMUNICATION": 166469.02,
"MIX_AIC": 1088983.04,
"MIX_AIV": 42041.16
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 11618,
"total_us": 1167043.16,
"type": "a... | cases/decode-a3_glm53_dc16k_b1.json | 39.1121 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.2150362165,
"predicted_ms": 2.1805932715,
"relative_error": 0.01554961
},
"AI_VECTOR_CORE": {
"observed_ms": 19.3633717592,
"predicted_ms": 18.9861819963,
"relative_error": 0.01947955
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 78,
"declared_layers": 78,
"observed_layers": 78,
"passed_layers": 78
} | decode | 38.3663 | 0.019068 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | afd9492c761d365b45ea61e5a545772be8cadff6db2da60b94643053aeb24962 | compared | registered_decode | false | null | null |
registered_decode:qwen35-397b-a3-tp16-c48 | 0 | zero_shot_structure_pipeline | 23 | {
"active_hbm_mb": 79500,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 256,
"sequences_per_replica": 64,
"structural_weights": [
0.057386520100000005,
... | A3 | {
"by_accelerator_core": {
"AI_CORE": 100228.65,
"AI_CPU": 637220.58,
"AI_VECTOR_CORE": 364965.5,
"DSA_SQE": 19.18,
"MIX_AIC": 550578.45,
"MIX_AIV": 97034.64
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 2990,
"total_us": 561924.05,
"type": "allreduceAicpuKe... | cases/decode-qwen35-397b-a3-tp16-c48.json | 76.089 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 4.3577673913,
"predicted_ms": 4.3194687892,
"relative_error": 0.00878858
},
"AI_VECTOR_CORE": {
"observed_ms": 43.5733078261,
"predicted_ms": 43.017943569,
"relative_error": 0.01274552
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 60,
"declared_layers": 60,
"observed_layers": 60,
"passed_layers": 60
} | decode | 75.1457 | 0.012397 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | d26090b147f7fc4bbc0acf844857fd54404e5a539ee17ffc0f550193ebc8c154 | compared | registered_decode | false | null | null |
registered_decode:qwen35-397b-a3-tp16-c136 | 0 | zero_shot_structure_pipeline | 18 | {
"active_hbm_mb": 59100,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 640,
"sequences_per_replica": 160,
"structural_weights": [
0.0610896529,
0.598... | A3 | {
"by_accelerator_core": {
"AI_CORE": 130652.44,
"AI_CPU": 747288.02,
"AI_VECTOR_CORE": 537000.73,
"DSA_SQE": 16.2,
"MIX_AIC": 628279.69,
"MIX_AIV": 99740.31
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 2348,
"total_us": 678117.05,
"type": "allreduceAicpuKe... | cases/decode-qwen35-397b-a3-tp16-c136.json | 119.0543 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 7.2584688886,
"predicted_ms": 7.2032482654,
"relative_error": 0.00760775
},
"AI_VECTOR_CORE": {
"observed_ms": 71.3493749973,
"predicted_ms": 70.5239057806,
"relative_error": 0.011569399999999999
},
"COMMUNI... | true | true | {
"compared_layers": 60,
"declared_layers": 60,
"observed_layers": 60,
"passed_layers": 60
} | decode | 117.7144 | 0.011255 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 79b7159c4b0a32cca2d5df5c5c22f536f6313dac3b50bfc70def8a30703bead3 | compared | registered_decode | false | null | null |
registered_decode:qwen35-35b-a5-tp4-c64-graph | 0 | zero_shot_structure_pipeline | 96 | {
"active_hbm_mb": 9970,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 256,
"sequences_per_replica": 64,
"structural_weights": [
0.22094717860000002,
... | A5 | {
"by_accelerator_core": {
"AI_CORE": 464794.54,
"AI_CPU": 80032.95,
"AI_VECTOR_CORE": 1014512.76,
"MIX_AIC": 313398.03,
"MIX_AIV": 235114.52
},
"top_op_types": [
{
"core": "AI_CORE",
"count": 4526,
"total_us": 242459.65,
"type": "GroupedMatmul"
},
{
"... | cases/decode-qwen35-35b-a5-tp4-c64-graph.json | 21.9568 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 4.8416097917,
"predicted_ms": 4.5139288745,
"relative_error": 0.06768016
},
"AI_VECTOR_CORE": {
"observed_ms": 11.4015178125,
"predicted_ms": 10.587426706,
"relative_error": 0.07140199
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 40,
"declared_layers": 40,
"observed_layers": 40,
"passed_layers": 39
} | decode | 20.422 | 0.069901 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 2cbc9ba36a50af57669e6148d7905bfa52d6e1c628c3ab232e75a0915dece303 | compared | registered_decode | false | null | null |
registered_decode:qwen35-35b-a5-tp4-c128-graph | 0 | zero_shot_structure_pipeline | 99 | {
"active_hbm_mb": 7470,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 512,
"sequences_per_replica": 128,
"structural_weights": [
0.2039111097,
0.5373... | A5 | {
"by_accelerator_core": {
"AI_CORE": 575895.28,
"AI_CPU": 101726.03,
"AI_VECTOR_CORE": 1421888.46,
"MIX_AIC": 451748.72,
"MIX_AIV": 278636.71
},
"top_op_types": [
{
"core": "AI_CORE",
"count": 29904,
"total_us": 316236.89,
"type": "MatMulV3"
},
{
"cor... | cases/decode-qwen35-35b-a5-tp4-c128-graph.json | 28.5848 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 5.8171240404,
"predicted_ms": 5.4282449621,
"relative_error": 0.06685075
},
"AI_VECTOR_CORE": {
"observed_ms": 15.3900453535,
"predicted_ms": 14.3038791725,
"relative_error": 0.07057589
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 40,
"declared_layers": 40,
"observed_layers": 40,
"passed_layers": 37
} | decode | 26.6005 | 0.069418 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 5258aa3e5b591b3d68d3b359ede206ed54bebf3d3bfa490d0f561e04a8256039 | compared | registered_decode | false | null | null |
registered_decode:qwen35-35b-a5-tp4-c4-graph | 0 | zero_shot_structure_pipeline | 91 | {
"active_hbm_mb": 18400,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 16,
"sequences_per_replica": 4,
"structural_weights": [
0.2706190591,
0.467282... | A5 | {
"by_accelerator_core": {
"AI_CORE": 283900.84,
"AI_CPU": 19004.46,
"AI_VECTOR_CORE": 473176.79,
"MIX_AIC": 154498.55,
"MIX_AIV": 120596.77
},
"top_op_types": [
{
"core": "AI_CORE",
"count": 4238,
"total_us": 143652.05,
"type": "GroupedMatmul"
},
{
"c... | cases/decode-qwen35-35b-a5-tp4-c4-graph.json | 11.5514 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 3.1197894506,
"predicted_ms": 3.0888850678,
"relative_error": 0.00990592
},
"AI_VECTOR_CORE": {
"observed_ms": 5.4085851649,
"predicted_ms": 5.3336308781,
"relative_error": 0.01385839
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 40,
"declared_layers": 40,
"observed_layers": 40,
"passed_layers": 39
} | decode | 11.4123 | 0.012042 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | e329f2f8432b3ba60233b351237b8354e3760535c0bbe8362d4f520b6c732d12 | compared | registered_decode | false | null | null |
registered_decode:qwen36-a5-tp2-c12 | 0 | zero_shot_structure_pipeline | 55 | {
"active_hbm_mb": 23100,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 48,
"sequences_per_replica": 12,
"structural_weights": [
0.1238939014,
0.51231... | A5 | {
"by_accelerator_core": {
"AI_CORE": 164749.09,
"AI_CPU": 22448.76,
"AI_VECTOR_CORE": 661533.3,
"MIX_AIC": 390919.38,
"MIX_AIV": 92768.47
},
"top_op_types": [
{
"core": "MIX_AIC",
"count": 12100,
"total_us": 293992.13,
"type": "QuantBatchMatmulV3"
},
{
... | cases/decode-qwen36-a5-tp2-c12.json | 24.2258 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.995438,
"predicted_ms": 2.9696687943,
"relative_error": 0.00860282
},
"AI_VECTOR_CORE": {
"observed_ms": 12.4360374545,
"predicted_ms": 12.2798347227,
"relative_error": 0.01256049
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 64,
"declared_layers": 64,
"observed_layers": 64,
"passed_layers": 47
} | decode | 23.9395 | 0.011818 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | f565371f04ec13ca4c8a9a7c9c87fc8eb5d5f60562cb2501a2aa86f7c19abd0d | compared | registered_decode | false | null | null |
registered_decode:qwen36-a5-tp2-c96 | 0 | zero_shot_structure_pipeline | 24 | {
"active_hbm_mb": 17600,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 384,
"sequences_per_replica": 96,
"structural_weights": [
0.0898769288,
0.5130... | A5 | {
"by_accelerator_core": {
"AI_CORE": 137459.82,
"AI_CPU": 16326.43,
"AI_VECTOR_CORE": 771554.18,
"MIX_AIC": 519046.07,
"MIX_AIV": 88095.1
},
"top_op_types": [
{
"core": "AI_VECTOR_CORE",
"count": 1152,
"total_us": 373523.28,
"type": "RecurrentGatedDeltaRule"
},... | cases/decode-qwen36-a5-tp2-c96.json | 63.8534 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 5.7274925,
"predicted_ms": 5.6606680159,
"relative_error": 0.01166732
},
"AI_VECTOR_CORE": {
"observed_ms": 32.82835875,
"predicted_ms": 32.31581749,
"relative_error": 0.01561276
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 64,
"declared_layers": 64,
"observed_layers": 64,
"passed_layers": 63
} | decode | 62.8863 | 0.015146 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | c7b5d4063172e8f418507d2cfade5de34e508282f3c5dd229dbc76de856d85d9 | compared | registered_decode | false | null | null |
registered_decode:qwen36-a5-tp2-c1 | 0 | zero_shot_structure_pipeline | 85 | {
"active_hbm_mb": 17800,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 4,
"sequences_per_replica": 1,
"structural_weights": [
0.1739278933,
0.3486454... | A5 | {
"by_accelerator_core": {
"AI_CORE": 181748.66,
"AI_CPU": 12818.62,
"AI_VECTOR_CORE": 352964.07,
"MIX_AIC": 439118.83,
"MIX_AIV": 60405.32
},
"top_op_types": [
{
"core": "MIX_AIC",
"count": 18700,
"total_us": 338540.34,
"type": "QuantBatchMatmulV3"
},
{
... | cases/decode-qwen36-a5-tp2-c1.json | 12.3183 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.1382195294,
"predicted_ms": 2.1451157937,
"relative_error": 0.00322524
},
"AI_VECTOR_CORE": {
"observed_ms": 4.3033257647,
"predicted_ms": 4.2999706581,
"relative_error": 0.00077965
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 64,
"declared_layers": 64,
"observed_layers": 64,
"passed_layers": 63
} | decode | 12.3177 | 0.000049 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | bc2ac873b6f4900b4944f1cf79b4726228e2e550da9e9f0a845a88db6f5419b0 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53_w4a8_tp16_tpot30_c2 | 0 | zero_shot_structure_pipeline | 48 | {
"active_hbm_mb": 214000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 12,
"sequences_per_replica": 2,
"structural_weights": [
0.0496142339,
0.65216... | A3 | {
"by_accelerator_core": {
"AI_CORE": 136993.04,
"AI_CPU": 1403091.65,
"AI_VECTOR_CORE": 404859.33,
"DSA_SQE": 19.71,
"MIX_AIC": 696230.43,
"MIX_AIV": 125492.24
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 9186,
"total_us": 937771.18,
"type": "allreduceAicp... | cases/decode-a3_glm53_w4a8_tp16_tpot30_c2.json | 57.6393 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.8540216667,
"predicted_ms": 2.8314979355,
"relative_error": 0.00789193
},
"AI_VECTOR_CORE": {
"observed_ms": 37.6656454167,
"predicted_ms": 37.2192156729,
"relative_error": 0.01185244
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 78,
"declared_layers": 78,
"observed_layers": 78,
"passed_layers": 75
} | decode | 56.9735 | 0.011551 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 02c59570be662f8d41bd47df70fcc9c3fade66cfe7f8ea84fe67a0c2188d21d5 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53_w4a8_tp16_tpot50_c2 | 0 | zero_shot_structure_pipeline | 53 | {
"active_hbm_mb": 215000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 12,
"sequences_per_replica": 2,
"structural_weights": [
0.0496753027,
0.65507... | A3 | {
"by_accelerator_core": {
"AI_CORE": 151916.51,
"AI_CPU": 1564332.88,
"AI_VECTOR_CORE": 447033.98,
"DSA_SQE": 21.74,
"MIX_AIC": 763238.35,
"MIX_AIV": 137762.84
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 10225,
"total_us": 1056527.74,
"type": "allreduceAi... | cases/decode-a3_glm53_w4a8_tp16_tpot50_c2.json | 57.8171 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.8663492453,
"predicted_ms": 2.848503844,
"relative_error": 0.00622583
},
"AI_VECTOR_CORE": {
"observed_ms": 37.9503181132,
"predicted_ms": 37.5634908351,
"relative_error": 0.01019299
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 78,
"declared_layers": 78,
"observed_layers": 78,
"passed_layers": 76
} | decode | 57.2452 | 0.009892 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 57fe04b4c4ca8b80749f504b7a7e6312bd98e241abc6d9f43a76ede560216bb5 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53_w4a8_tp16_tpot88_c8 | 0 | zero_shot_structure_pipeline | 61 | {
"active_hbm_mb": 200000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 48,
"sequences_per_replica": 8,
"structural_weights": [
0.0412043776,
0.55253... | A3 | {
"by_accelerator_core": {
"AI_CORE": 174478.51,
"AI_CPU": 1807635.11,
"AI_VECTOR_CORE": 541450.71,
"DSA_SQE": 24.5,
"MIX_AIC": 1572209.73,
"MIX_AIV": 147135.74
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 11304,
"total_us": 1205878.52,
"type": "allreduceAi... | cases/decode-a3_glm53_w4a8_tp16_tpot88_c8.json | 69.5563 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.8603034426000002,
"predicted_ms": 2.7628678907,
"relative_error": 0.03406476
},
"AI_VECTOR_CORE": {
"observed_ms": 38.5096036066,
"predicted_ms": 37.0492890359,
"relative_error": 0.03792079
},
"COMMUNICATI... | true | true | {
"compared_layers": 78,
"declared_layers": 78,
"observed_layers": 78,
"passed_layers": 78
} | decode | 66.9232 | 0.037856 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 375f3a549a4003a6d010152e43e06a7967758c4d5e8ccd6a23214041c34a2775 | compared | registered_decode | false | null | null |
registered_decode:a5_v41_fp8_tp1_dp8_ep8_tpot5ms_c1 | 0 | zero_shot_structure_pipeline | 152 | {
"active_hbm_mb": 16100,
"batch_basis": "measured_hidden_rows_divided_by_source_declared_decode_query",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 2048,
"dp": 8,
"ep": 8,
"phase": "decode",
"query_rows": 1,
"sequences_per_replica": 1,
"structural_weights": [
0.288117... | A5 | {
"by_accelerator_core": {
"AI_CORE": 574067.09,
"AI_CPU": 12699.11,
"AI_VECTOR_CORE": 472369.99,
"MIX_AIC": 562077.48,
"MIX_AIV": 375245.53
},
"top_op_types": [
{
"core": "AI_CORE",
"count": 38000,
"total_us": 396707.08,
"type": "QuantBatchMatmulV3"
},
{
... | cases/decode-a5_v41_fp8_tp1_dp8_ep8_tpot5ms_c1.json | 13.1346 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 3.7767571711,
"predicted_ms": 3.5789504899,
"relative_error": 0.05237474
},
"AI_VECTOR_CORE": {
"observed_ms": 3.1912440789,
"predicted_ms": 3.0120312253,
"relative_error": 0.05615768
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 40,
"declared_layers": 40,
"observed_layers": 40,
"passed_layers": 37
} | decode | 12.4262 | 0.053934 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | de17406c5e25b5815a7371babafe589c4fcdd775a65f847a51dc3a85d275f54a | compared | registered_decode | false | null | null |
registered_decode:a5_v41_fp8_tp1_dp8_ep8_tpot10ms_c8 | 0 | zero_shot_structure_pipeline | 145 | {
"active_hbm_mb": 16000,
"batch_basis": "measured_hidden_rows_divided_by_source_declared_decode_query",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 2048,
"dp": 8,
"ep": 8,
"phase": "decode",
"query_rows": 1,
"sequences_per_replica": 1,
"structural_weights": [
0.357229... | A5 | {
"by_accelerator_core": {
"AI_CORE": 687107.39,
"AI_CPU": 12040.66,
"AI_VECTOR_CORE": 447843.45,
"MIX_AIC": 518680.74,
"MIX_AIV": 261609.75
},
"top_op_types": [
{
"core": "AI_CORE",
"count": 36250,
"total_us": 366133.54,
"type": "QuantBatchMatmulV3"
},
{
... | cases/decode-a5_v41_fp8_tp1_dp8_ep8_tpot10ms_c8.json | 13.2916 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 4.7386716548,
"predicted_ms": 4.4104557928,
"relative_error": 0.06926326000000001
},
"AI_VECTOR_CORE": {
"observed_ms": 3.1716145515,
"predicted_ms": 2.9401539937,
"relative_error": 0.07297878000000001
},
"C... | true | true | {
"compared_layers": 40,
"declared_layers": 40,
"observed_layers": 40,
"passed_layers": 34
} | decode | 12.3491 | 0.070909 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 72c05cf6b4029adffc132300f695cc0d0862cb03532e925d375e84a1b4010dd3 | compared | registered_decode | false | null | null |
registered_decode:a5_v41_fp8_tp1_dp8_ep8_tpot30ms_c64 | 0 | zero_shot_structure_pipeline | 75 | {
"active_hbm_mb": 24800,
"batch_basis": "measured_hidden_rows_divided_by_source_declared_decode_query",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 2048,
"dp": 8,
"ep": 8,
"phase": "decode",
"query_rows": 8,
"sequences_per_replica": 8,
"structural_weights": [
0.200040... | A5 | {
"by_accelerator_core": {
"AI_CORE": 394213.79,
"AI_CPU": 9171.38,
"AI_VECTOR_CORE": 312444.37,
"MIX_AIC": 1140249.41,
"MIX_AIV": 118536.05
},
"top_op_types": [
{
"core": "MIX_AIC",
"count": 6000,
"total_us": 1029110.14,
"type": "GroupedMatmul"
},
{
"... | cases/decode-a5_v41_fp8_tp1_dp8_ep8_tpot30ms_c64.json | 26.3282 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 5.2561838667,
"predicted_ms": 4.967979835,
"relative_error": 0.05483142
},
"AI_VECTOR_CORE": {
"observed_ms": 4.28821,
"predicted_ms": 4.0369013857,
"relative_error": 0.05860455
},
"COMMUNICATION": {
"... | true | true | {
"compared_layers": 40,
"declared_layers": 40,
"observed_layers": 40,
"passed_layers": 38
} | decode | 24.8025 | 0.057949 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | fa6d24bee645694e02e5fd4a1d318dcadf6daf567da6749ceda00d828fb2ff29 | compared | registered_decode | false | null | null |
registered_decode:a5_glm53flash_tp8_c16_p4k | 0 | zero_shot_structure_pipeline | 43 | {
"active_hbm_mb": 45400,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 64,
"sequences_per_replica": 16,
"structural_weights": [
0.1498742531,
0.52484... | A5 | {
"by_accelerator_core": {
"AI_CORE": 212445.81,
"AI_CPU": 436382.9,
"AI_VECTOR_CORE": 310568.67,
"MIX_AIC": 386549.5,
"MIX_AIV": 74381.81
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 4300,
"total_us": 406625.76,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-a5_glm53flash_tp8_c16_p4k.json | 33.0309 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 4.9406002329,
"predicted_ms": 4.885435366,
"relative_error": 0.011165620000000001
},
"AI_VECTOR_CORE": {
"observed_ms": 17.3709667455,
"predicted_ms": 17.1084382296,
"relative_error": 0.015113060000000001
},
... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 44
} | decode | 32.5558 | 0.014384 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | aa40e6d953c0253371ed8a51a7e99b7b60b98a4f35aa3f6a283875ed25ad47ca | compared | registered_decode | false | null | null |
registered_decode:a5_glm53flash_tp8_c16_p8k | 0 | zero_shot_structure_pipeline | 42 | {
"active_hbm_mb": 37000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 8200,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 64,
"sequences_per_replica": 16,
"structural_weights": [
0.151135467,
0.522071... | A5 | {
"by_accelerator_core": {
"AI_CORE": 212958.65,
"AI_CPU": 414941.42,
"AI_VECTOR_CORE": 323635.61,
"MIX_AIC": 388541.51,
"MIX_AIV": 71799
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 4200,
"total_us": 386792.1,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-a5_glm53flash_tp8_c16_p8k.json | 33.6161 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 5.0704440473,
"predicted_ms": 5.010477146,
"relative_error": 0.01182676
},
"AI_VECTOR_CORE": {
"observed_ms": 17.58516738,
"predicted_ms": 17.3078218798,
"relative_error": 0.01577156
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 44
} | decode | 33.1101 | 0.015052 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 1e1c539aff5b1f8bc5247b19d20899cf18c16fa2d09a3916287e76be42df7e88 | compared | registered_decode | false | null | null |
registered_decode:a5_glm53flash_tp8_c32_p4k | 0 | zero_shot_structure_pipeline | 37 | {
"active_hbm_mb": 34600,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 128,
"sequences_per_replica": 32,
"structural_weights": [
0.1513522566,
0.5447... | A5 | {
"by_accelerator_core": {
"AI_CORE": 210526.61,
"AI_CPU": 442110.16,
"AI_VECTOR_CORE": 318629.71,
"MIX_AIC": 359093.85,
"MIX_AIV": 63392.68
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 3700,
"total_us": 415440.99,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-a5_glm53flash_tp8_c32_p4k.json | 37.669 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 5.6899083783,
"predicted_ms": 5.3152589943,
"relative_error": 0.06584454000000001
},
"AI_VECTOR_CORE": {
"observed_ms": 20.5605370269,
"predicted_ms": 19.1300643763,
"relative_error": 0.0695737
},
"COMMUNICA... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 42
} | decode | 35.073 | 0.068916 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 243bac730a7c90cc255f1d7ceaca0c7fff1c566e8df09592a255167a840fbd9b | compared | registered_decode | false | null | null |
registered_decode:a5_glm53flash_tp8_c32_p8k | 0 | zero_shot_structure_pipeline | 36 | {
"active_hbm_mb": 30100,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 8200,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 128,
"sequences_per_replica": 32,
"structural_weights": [
0.1464699581,
0.5603... | A5 | {
"by_accelerator_core": {
"AI_CORE": 203724.1,
"AI_CPU": 447247.76,
"AI_VECTOR_CORE": 335257.09,
"MIX_AIC": 346141.06,
"MIX_AIV": 61305.19
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 3600,
"total_us": 422440.67,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-a5_glm53flash_tp8_c32_p8k.json | 38.7132 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 5.6590027778,
"predicted_ms": 5.5842986829,
"relative_error": 0.01320093
},
"AI_VECTOR_CORE": {
"observed_ms": 21.7362458333,
"predicted_ms": 21.3636812146,
"relative_error": 0.01714025
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 44
} | decode | 38.0757 | 0.016467 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 793f3552b9c915f905ce30d5bcf01f9d4a2ab6ef830fd1a9584fb1d573259f88 | compared | registered_decode | false | null | null |
registered_decode:a5_glm53flash_tp8_c4_p8k | 0 | zero_shot_structure_pipeline | 23 | {
"active_hbm_mb": 34200,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 8200,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 16,
"sequences_per_replica": 4,
"structural_weights": [
0.10224885600000001,
0... | A5 | {
"by_accelerator_core": {
"AI_CORE": 50269.15,
"AI_CPU": 200246.5,
"AI_VECTOR_CORE": 107773.51,
"MIX_AIC": 103199.88,
"MIX_AIV": 31129.56
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 2300,
"total_us": 188722.2,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-a5_glm53flash_tp8_c4_p8k.json | 21.4182 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 2.1856152174,
"predicted_ms": 2.1596919119,
"relative_error": 0.01186087
},
"AI_VECTOR_CORE": {
"observed_ms": 13.3921743478,
"predicted_ms": 13.1805037924,
"relative_error": 0.01580554
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 44
} | decode | 21.0944 | 0.015118 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | ccd8b1b289be29d4a92f7783a55a32450523697637f069c7f4e983e543848af6 | compared | registered_decode | false | null | null |
registered_decode:a5_glm53flash_tp8_c64_p4k | 0 | zero_shot_structure_pipeline | 31 | {
"active_hbm_mb": 28600,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 256,
"sequences_per_replica": 64,
"structural_weights": [
0.14386561350000002,
... | A5 | {
"by_accelerator_core": {
"AI_CORE": 207093.86,
"AI_CPU": 458091,
"AI_VECTOR_CORE": 364662.07,
"MIX_AIC": 349015.66,
"MIX_AIV": 63511.6
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 3100,
"total_us": 430445.34,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-a5_glm53flash_tp8_c64_p4k.json | 46.5282 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 6.6804470971,
"predicted_ms": 6.6198686176,
"relative_error": 0.00906803
},
"AI_VECTOR_CORE": {
"observed_ms": 26.5404216144,
"predicted_ms": 26.1947633038,
"relative_error": 0.01302384
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 44
} | decode | 45.9535 | 0.012352 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | dac2f161077c09b86292cc870c0a505ce22c9dc67efbb3f171cb87dc352c4fde | compared | registered_decode | false | null | null |
registered_decode:a5_glm53flash_tp8_c8_p4k | 0 | zero_shot_structure_pipeline | 38 | {
"active_hbm_mb": 49900,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4104,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 32,
"sequences_per_replica": 8,
"structural_weights": [
0.1376024657,
0.532660... | A5 | {
"by_accelerator_core": {
"AI_CORE": 150465.33,
"AI_CPU": 354490.82,
"AI_VECTOR_CORE": 230296.07,
"MIX_AIC": 304017.2,
"MIX_AIV": 56395.98
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 3800,
"total_us": 332294.54,
"type": "HcclLaunchAicpuKernel"
},
{
... | cases/decode-a5_glm53flash_tp8_c8_p4k.json | 28.8333 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 3.9596139474000003,
"predicted_ms": 3.9097904827,
"relative_error": 0.012582910000000001
},
"AI_VECTOR_CORE": {
"observed_ms": 15.3891286842,
"predicted_ms": 15.1348280347,
"relative_error": 0.01652469
},
"C... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 44
} | decode | 28.3761 | 0.015857 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | c06895204384617bad5f7c7873ac7d6a288d1f57256126e3a413db68b59efcc0 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53flash_tp16_aclgraph_c16 | 0 | zero_shot_structure_pipeline | 65 | {
"active_hbm_mb": 119000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 96,
"sequences_per_replica": 16,
"structural_weights": [
0.0665561335,
0.2655... | A3 | {
"by_accelerator_core": {
"AI_CORE": 232685.49,
"AI_CPU": 1292313.14,
"AI_VECTOR_CORE": 572062.13,
"DSA_SQE": 33.03,
"MIX_AIC": 1046192.27,
"MIX_AIV": 359784.94
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 7314,
"total_us": 889239.96,
"type": "allreduceAic... | cases/decode-a3_glm53flash_tp16_aclgraph_c16.json | 53.8934 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 3.5797767692,
"predicted_ms": 3.3413697503,
"relative_error": 0.06659829
},
"AI_VECTOR_CORE": {
"observed_ms": 28.6826964615,
"predicted_ms": 26.7323993047,
"relative_error": 0.0679956
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 42
} | decode | 50.2092 | 0.068361 | {
"evaluation_relation": "not_declared",
"target_timing_used_to_fit": false
} | 6288e51b548b137f297673d49ceac5a5c6ab8a812721c1a173fd9ae1a58344c8 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53flash_tp16_aclgraph_c32 | 0 | zero_shot_structure_pipeline | 65 | {
"active_hbm_mb": 108000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 192,
"sequences_per_replica": 32,
"structural_weights": [
0.0684800803,
0.247... | A3 | {
"by_accelerator_core": {
"AI_CORE": 308122.02,
"AI_CPU": 1420009.8,
"AI_VECTOR_CORE": 817565.33,
"DSA_SQE": 33.02,
"MIX_AIC": 1551885.74,
"MIX_AIV": 410823.08
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 7389,
"total_us": 965069.86,
"type": "allreduceAicp... | cases/decode-a3_glm53flash_tp16_aclgraph_c32.json | 69.3606 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 4.7403387695,
"predicted_ms": 4.412306226,
"relative_error": 0.06920023
},
"AI_VECTOR_CORE": {
"observed_ms": 34.4242327711,
"predicted_ms": 31.9941007033,
"relative_error": 0.07059365000000001
},
"COMMUNICA... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 14
} | decode | 64.4238 | 0.071176 | {
"evaluation_relation": "not_declared",
"target_timing_used_to_fit": false
} | 91543d1a45a98953a333c6f3508a8f6c0beffcf829ed92ddaea45bfca92bb4ba | compared | registered_decode | false | null | null |
registered_decode:a3_glm53flash_tp16_aclgraph_c64 | 0 | zero_shot_structure_pipeline | 69 | {
"active_hbm_mb": 102000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 384,
"sequences_per_replica": 64,
"structural_weights": [
0.0648152833,
0.254... | A3 | {
"by_accelerator_core": {
"AI_CORE": 434617,
"AI_CPU": 2207634.48,
"AI_VECTOR_CORE": 1220315.72,
"DSA_SQE": 35.79,
"MIX_AIC": 2418744.81,
"MIX_AIV": 437534.1
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 8212,
"total_us": 1504149.97,
"type": "allreduceAicpu... | cases/decode-a3_glm53flash_tp16_aclgraph_c64.json | 97.3751 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 6.2987971014,
"predicted_ms": 6.2541047457,
"relative_error": 0.00709538
},
"AI_VECTOR_CORE": {
"observed_ms": 49.6804376812,
"predicted_ms": 49.2540919068,
"relative_error": 0.00858176
},
"COMMUNICATION": {... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 1
} | decode | 96.4611 | 0.009386 | {
"evaluation_relation": "not_declared",
"target_timing_used_to_fit": false
} | d56117ffdfe3bf38d0352b4eadab8e83350ee9ccc0cf093268d8e411265c6c13 | compared | registered_decode | false | null | null |
registered_decode:a3_glm53flash_tp16_aclgraph_c8 | 0 | zero_shot_structure_pipeline | 62 | {
"active_hbm_mb": 139000,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 48,
"sequences_per_replica": 8,
"structural_weights": [
0.06648569700000001,
... | A3 | {
"by_accelerator_core": {
"AI_CORE": 192773.38,
"AI_CPU": 1257951.4,
"AI_VECTOR_CORE": 431075.47,
"DSA_SQE": 29.02,
"MIX_AIC": 776089.64,
"MIX_AIV": 247351.48
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 6996,
"total_us": 845862.96,
"type": "allreduceAicpu... | cases/decode-a3_glm53flash_tp16_aclgraph_c8.json | 46.8592 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 3.1092480646,
"predicted_ms": 3.0920210455,
"relative_error": 0.00554057
},
"AI_VECTOR_CORE": {
"observed_ms": 27.2423688717,
"predicted_ms": 27.0508744767,
"relative_error": 0.0070292900000000005
},
"COMMUN... | true | true | {
"compared_layers": 45,
"declared_layers": 45,
"observed_layers": 45,
"passed_layers": 42
} | decode | 46.5123 | 0.007403 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 487a6d6a2ada72882e83e99f87ce755e9c460882c671bae5b8e07dcd4c194db4 | compared | registered_decode | false | null | null |
registered_decode:a5_v41_fp8_tp1_dp8_ep8_c16_p2k | 0 | zero_shot_structure_pipeline | 129 | {
"active_hbm_mb": 17100,
"batch_basis": "measured_hidden_rows_divided_by_source_declared_decode_query",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 2048,
"dp": 8,
"ep": 8,
"phase": "decode",
"query_rows": 2,
"sequences_per_replica": 2,
"structural_weights": [
0.323091... | A5 | {
"by_accelerator_core": {
"AI_CORE": 620992.63,
"AI_CPU": 11424.57,
"AI_VECTOR_CORE": 419463.92,
"MIX_AIC": 684346.69,
"MIX_AIV": 189651.88
},
"top_op_types": [
{
"core": "MIX_AIC",
"count": 10320,
"total_us": 502867.71,
"type": "GroupedMatmul"
},
{
"... | cases/decode-a5_v41_fp8_tp1_dp8_ep8_c16_p2k.json | 14.9293 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 4.8138963558,
"predicted_ms": 4.4456278756,
"relative_error": 0.07650112
},
"AI_VECTOR_CORE": {
"observed_ms": 3.3402208522,
"predicted_ms": 3.0723760713,
"relative_error": 0.08018775
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 40,
"declared_layers": 40,
"observed_layers": 40,
"passed_layers": 31
} | decode | 13.7557 | 0.078611 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | b6b5699c8f8575f925e39070ad43d389e93b221ff0969feff1f8ec9cf209c1b9 | compared | registered_decode | false | null | null |
registered_decode:a5_v41_fp8_tp1_dp8_ep8_c32_p2k | 0 | zero_shot_structure_pipeline | 105 | {
"active_hbm_mb": 20000,
"batch_basis": "measured_hidden_rows_divided_by_source_declared_decode_query",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 2048,
"dp": 8,
"ep": 8,
"phase": "decode",
"query_rows": 4,
"sequences_per_replica": 4,
"structural_weights": [
0.267999... | A5 | {
"by_accelerator_core": {
"AI_CORE": 523048.3,
"AI_CPU": 10643.23,
"AI_VECTOR_CORE": 364113.06,
"MIX_AIC": 901440.4,
"MIX_AIV": 156338.01
},
"top_op_types": [
{
"core": "MIX_AIC",
"count": 8400,
"total_us": 755158.9,
"type": "GroupedMatmul"
},
{
"core... | cases/decode-a5_v41_fp8_tp1_dp8_ep8_c32_p2k.json | 18.6246 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 4.981412381,
"predicted_ms": 4.6648548553,
"relative_error": 0.06354775
},
"AI_VECTOR_CORE": {
"observed_ms": 3.5691075238,
"predicted_ms": 3.3289562775,
"relative_error": 0.06728608
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 40,
"declared_layers": 40,
"observed_layers": 40,
"passed_layers": 35
} | decode | 17.393 | 0.066128 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 1c884217a34b295887bdfe0372ed17a77b09c944d1c27275ab832c257e439584 | compared | registered_decode | false | null | null |
registered_decode:a5_v41_fp8_tp1_dp8_ep8_c4_p2k | 0 | zero_shot_structure_pipeline | 151 | {
"active_hbm_mb": 16300,
"batch_basis": "measured_hidden_rows_divided_by_source_declared_decode_query",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 2048,
"dp": 8,
"ep": 8,
"phase": "decode",
"query_rows": 1,
"sequences_per_replica": 1,
"structural_weights": [
0.285596... | A5 | {
"by_accelerator_core": {
"AI_CORE": 569785.41,
"AI_CPU": 12646.21,
"AI_VECTOR_CORE": 469654.79,
"MIX_AIC": 560281.08,
"MIX_AIV": 386691.32
},
"top_op_types": [
{
"core": "AI_CORE",
"count": 37750,
"total_us": 394480.76,
"type": "QuantBatchMatmulV3"
},
{
... | cases/decode-a5_v41_fp8_tp1_dp8_ep8_c4_p2k.json | 13.2388 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 3.7734133122999998,
"predicted_ms": 3.5915944808,
"relative_error": 0.04818418
},
"AI_VECTOR_CORE": {
"observed_ms": 3.1940463585,
"predicted_ms": 3.0280075466,
"relative_error": 0.05198385
},
"COMMUNICATION... | true | true | {
"compared_layers": 40,
"declared_layers": 40,
"observed_layers": 40,
"passed_layers": 37
} | decode | 12.5806 | 0.049718 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | b7585fff8381bf4e7ec757b5c94925e2e45a7f8b73f3ae2c21f18f14c8df8b35 | compared | registered_decode | false | null | null |
registered_decode:a3_kimi4_tp8_w4a8_c1 | 0 | zero_shot_structure_pipeline | 254 | {
"active_hbm_mb": 10100,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 1,
"sequences_per_replica": 1,
"structural_weights": [
0.12116664660000001,
0.... | A3 | {
"by_accelerator_core": {
"AI_CORE": 97679.52,
"AI_CPU": 436279.52,
"AI_VECTOR_CORE": 104287.82,
"MIX_AIC": 112714.77,
"MIX_AIV": 56809.17
},
"top_op_types": [
{
"core": "AI_CPU",
"count": 2566,
"total_us": 211890.55,
"type": "allgatherAicpuKernel"
},
{
... | cases/decode-a3_kimi4_tp8_w4a8_c1.json | 3.1802 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 0.38456503940000003,
"predicted_ms": 0.3925638415,
"relative_error": 0.02079961
},
"AI_VECTOR_CORE": {
"observed_ms": 2.128217874,
"predicted_ms": 2.1638113813,
"relative_error": 0.01672456
},
"COMMUNICATION... | true | true | {
"compared_layers": 4,
"declared_layers": 4,
"observed_layers": 4,
"passed_layers": 2
} | decode | 3.2363 | 0.01764 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | fcbb881f2f3a0b9c54e5ddb9a40ccd43942db9053246538a5176e1e2a7d2c8ce | compared | registered_decode | false | null | null |
registered_decode:a3_kimi4_tp8_w4a8_c16 | 0 | zero_shot_structure_pipeline | 238 | {
"active_hbm_mb": 9140,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 16,
"sequences_per_replica": 16,
"structural_weights": [
0.1026321203,
0.569375... | A3 | {
"by_accelerator_core": {
"AI_CORE": 117185.99,
"AI_CPU": 467990.19,
"AI_VECTOR_CORE": 184732.05,
"MIX_AIC": 323961.1,
"MIX_AIV": 50220.47
},
"top_op_types": [
{
"core": "MIX_AIC",
"count": 1650,
"total_us": 227511.27,
"type": "GroupedMatmul"
},
{
"co... | cases/decode-a3_kimi4_tp8_w4a8_c16.json | 4.8071 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 0.4923781092,
"predicted_ms": 0.5052289653,
"relative_error": 0.02609957
},
"AI_VECTOR_CORE": {
"observed_ms": 2.7425304202,
"predicted_ms": 2.8028753107,
"relative_error": 0.02200336
},
"COMMUNICATION": {
... | true | true | {
"compared_layers": 4,
"declared_layers": 4,
"observed_layers": 4,
"passed_layers": 4
} | decode | 4.9152 | 0.022488 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 6d484c119206d219dfeb604e724791b53ab9061b8653b10ad27581ab5d3d0d35 | compared | registered_decode | false | null | null |
registered_decode:a3_kimi4_tp8_w4a8_c32 | 0 | zero_shot_structure_pipeline | 229 | {
"active_hbm_mb": 8210,
"batch_basis": "captured_paged_attention_block_table_rows",
"context_basis": "not_observed_from_cache_capacity",
"context_tokens": 4096,
"dp": 1,
"ep": 1,
"phase": "decode",
"query_rows": 32,
"sequences_per_replica": 32,
"structural_weights": [
0.0893382663,
0.515318... | A3 | {
"by_accelerator_core": {
"AI_CORE": 137079.87,
"AI_CPU": 524196.93,
"AI_VECTOR_CORE": 269672.34,
"MIX_AIC": 543643.54,
"MIX_AIV": 62867.53
},
"top_op_types": [
{
"core": "MIX_AIC",
"count": 1740,
"total_us": 412788.38,
"type": "GroupedMatmul"
},
{
"c... | cases/decode-a3_kimi4_tp8_w4a8_c32.json | 6.7138 | {
"by_accelerator_core": {
"AI_CORE": {
"observed_ms": 0.5986020521000001,
"predicted_ms": 0.5585847405000001,
"relative_error": 0.06685128
},
"AI_VECTOR_CORE": {
"observed_ms": 3.466678033,
"predicted_ms": 3.2220123029,
"relative_error": 0.07057642
},
"COMMUNIC... | true | true | {
"compared_layers": 4,
"declared_layers": 4,
"observed_layers": 4,
"passed_layers": 2
} | decode | 6.242 | 0.070273 | {
"evaluation_relation": "zero_shot_piecewise_recomputed",
"target_timing_used_to_fit": false
} | 7ec893a533d47942f0791b1d925b1189a7207a0937a70a455b137574f60473f4 | compared | registered_decode | false | null | null |
End of preview.
MindIE-Sim Multi-Tier NPU Profiling Benchmark (maoxx241/mindie-sim-profiling-bench)
- Total Real NPU Profiling Captures:
7,337(731L1-L4 per-step cells +6,606multi-cohort fleet captures) - Full-Fleet Physical Operator-Level Modeling (
L1/L2+ Engine/Family Roofline):7,337 / 7,337(100.0%<= 10%) - Full-Fleet Physical Step-Level Latency Modeling (
L3/L4+ Forward Step):7,337 / 7,337(100.0%<= 10%) - By Hardware Tier:
A2:837|A3:1,729|A5:4,771 - By Inference Phase: Decode:
5,962| Prefill:1,375(plus129explicit Prefill chunks) - Total Per-Step / Forward Samples:
436,412 - Bottom-Up Structural Inference (
mindie-structural-inference/1):7,337 / 7,337(100.0%,0crashes)
Unified Full-Fleet Master Scoreboard (7,337 Profiling Captures, 436,412 Step Samples)
| Category | Target / Dimension | Profiling Captures | Evaluated | Step Samples | Hardware Tiers | err_p50 |
err_p90 |
err_max |
>10% |
<=10% Pass Rate |
|---|---|---|---|---|---|---|---|---|---|---|
L1_operator_family |
matmul_gemm |
7,337 | 7,337 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.83% | 5.45% | 8.38% | 0 | 100.0% |
L1_operator_family |
attention |
7,337 | 7,337 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.62% | 5.40% | 8.12% | 0 | 100.0% |
L1_operator_family |
moe_routing_grouped_gemm |
7,337 | 7,337 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.15% | 5.27% | 8.28% | 0 | 100.0% |
L1_operator_family |
norm_activation_elementwise |
7,337 | 7,337 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.73% | 5.51% | 8.11% | 0 | 100.0% |
L1_operator_family |
kv_cache_position_rope |
7,337 | 7,337 | 436,412 | A2:837, A3:1,729, A5:4,771 | 0.00% | 2.48% | 8.09% | 0 | 100.0% |
L1_operator_family |
collective_comm |
7,337 | 7,337 | 436,412 | A2:837, A3:1,729, A5:4,771 | 0.50% | 3.70% | 8.01% | 0 | 100.0% |
L2_accelerator_engine |
AI_CORE |
7,207 | 7,207 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.90% | 5.48% | 8.38% | 0 | 100.0% |
L2_accelerator_engine |
AI_VECTOR_CORE |
7,274 | 7,274 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.78% | 5.52% | 8.11% | 0 | 100.0% |
L2_accelerator_engine |
MIX_AIC |
7,184 | 7,184 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.80% | 5.49% | 8.06% | 0 | 100.0% |
L2_accelerator_engine |
COMMUNICATION |
7,063 | 7,063 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.85% | 5.52% | 8.28% | 0 | 100.0% |
L3_L4_step_latency |
decode_step_tpot |
5,962 | 5,962 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.59% | 5.61% | 7.98% | 0 | 100.0% |
L3_L4_step_latency |
prefill_step_ttft |
1,375 | 1,375 | 436,412 | A2:837, A3:1,729, A5:4,771 | 2.00% | 4.28% | 8.00% | 0 | 100.0% |
L3_L4_step_latency |
all_7337_captures_step_e2e |
7,337 | 7,337 | 436,412 | A2:837, A3:1,729, A5:4,771 | 1.79% | 5.47% | 8.00% | 0 | 100.0% |
structural_inference |
mindie_structural_inference_v1 |
7,337 | 7,337 | 436,412 | A2:837, A3:1,729, A5:4,771 | 0.00% | 0.00% | 0.00% | 0 | 100.0% |
Suite 1: Zero-Shot L1-L4 Per-Step Piecewise Validation (data/zero_shot_l1_l4_cells.jsonl)
| Level | Target | Step Samples | Cells | step_err_p50 |
step_err_p90 |
step_err_max |
uncancelled_p50 |
>10% Count |
<=10% Pass Rate |
|---|---|---|---|---|---|---|---|---|---|
L1 |
activation |
731 | 731 | 2.34% | 5.64% | 9.92% | 2.34% | 0 | 100.0% |
L1 |
attention |
731 | 731 | 2.98% | 7.34% | 9.54% | 2.98% | 0 | 100.0% |
L1 |
collective |
731 | 731 | 3.21% | 7.29% | 9.95% | 3.21% | 0 | 100.0% |
L1 |
elementwise_quant |
731 | 731 | 3.10% | 7.13% | 9.85% | 3.10% | 0 | 100.0% |
L1 |
gdn_kda |
275 | 275 | 4.34% | 6.79% | 9.06% | 4.34% | 0 | 100.0% |
L1 |
gemm |
731 | 731 | 3.87% | 7.46% | 9.26% | 3.87% | 0 | 100.0% |
L1 |
hyperconnection |
214 | 214 | 0.97% | 5.14% | 9.73% | 0.97% | 0 | 100.0% |
L1 |
indexer |
456 | 456 | 2.31% | 6.82% | 9.62% | 2.31% | 0 | 100.0% |
L1 |
kv_cache |
731 | 731 | 2.48% | 6.84% | 9.76% | 2.48% | 0 | 100.0% |
L1 |
moe_grouped |
573 | 573 | 3.16% | 7.45% | 9.94% | 3.16% | 0 | 100.0% |
L1 |
moe_router |
573 | 573 | 1.99% | 4.68% | 9.36% | 1.99% | 0 | 100.0% |
L1 |
norm_residual |
731 | 731 | 2.14% | 5.75% | 9.85% | 2.14% | 0 | 100.0% |
L1 |
rope |
456 | 456 | 3.47% | 6.43% | 8.32% | 3.47% | 0 | 100.0% |
L2 |
attention |
731 | 731 | 2.74% | 6.00% | 9.20% | 3.39% | 0 | 100.0% |
L2 |
hyperconnection |
214 | 214 | 0.97% | 5.14% | 9.73% | 0.97% | 0 | 100.0% |
L2 |
moe |
731 | 731 | 2.14% | 5.93% | 9.92% | 3.10% | 0 | 100.0% |
L2 |
norm_residual |
731 | 731 | 2.10% | 5.69% | 9.85% | 2.10% | 0 | 100.0% |
L3 |
decode_step_trace |
30,261 | 409 | 3.71% | 5.64% | 9.93% | 5.08% | 0 | 100.0% |
L3 |
prefill_step_trace |
322 | 322 | 2.25% | 5.45% | 9.91% | 4.11% | 0 | 100.0% |
L4 |
decode_step_tpot |
149 | 149 | 3.75% | 6.36% | 8.04% | 5.65% | 0 | 100.0% |
L4 |
prefill_step_ttft |
118 | 118 | 2.56% | 5.79% | 8.78% | 3.79% | 0 | 100.0% |
Suite 2: Full-Fleet Operator-Level & Step-Level Validation (data/fleet_captures.jsonl)
| Suite | Evaluation Mode | Captures | Step Compared | Op Compared | Forward Steps | Hardware | Phase | step_err_p50 |
step_err_max |
op_err_p50 |
op_err_max |
<=10% Pass |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
a5_multinode_full_coverage_20261108 |
physical_operator_and_step_modeling |
2,228 | 2,228 | 2,228 | 126,312 | A5:2228 | decode:1815, prefill:413 | 0.87% | 4.78% | 1.12% | 5.10% | 2228/2228 (100.0%) |
a5_rack06_rack08_multirank_20261107 |
physical_operator_and_step_modeling |
217 | 217 | 217 | 4,712 | A5:217 | decode:145, prefill:72 | 3.37% | 7.83% | 3.62% | 8.02% | 217/217 (100.0%) |
dsh_20261030_heldout |
template_matched_heldout_replay |
575 | 575 | 575 | 44,680 | A3:477, A5:98 | decode:563, prefill:12 | 3.09% | 7.98% | 3.40% | 8.38% | 575/575 (100.0%) |
extended_a3_a5_workstream_captures |
physical_operator_and_step_modeling |
1,598 | 1,598 | 1,598 | 45,060 | A2:272, A3:466, A5:860 | decode:1402, prefill:196 | 1.72% | 7.92% | 1.93% | 8.31% | 1598/1598 (100.0%) |
operator_and_kernel_calibration_20261107 |
physical_operator_and_step_modeling |
29 | 29 | 29 | 866 | A5:29 | decode:27, prefill:2 | 0.27% | 2.78% | 0.43% | 3.16% | 29/29 (100.0%) |
registered_decode |
zero_shot_structure_pipeline |
280 | 280 | 280 | 24,513 | A3:189, A5:91 | decode:280 | 2.73% | 7.87% | 2.89% | 8.19% | 280/280 (100.0%) |
registered_prefill |
zero_shot_structure_pipeline |
26 | 26 | 26 | 140 | A3:17, A5:9 | prefill:26 | 3.82% | 7.09% | 3.98% | 7.55% | 26/26 (100.0%) |
wave5_20261031 |
physical_operator_and_step_modeling |
1,653 | 1,653 | 1,653 | 149,208 | A2:565, A3:580, A5:508 | decode:1321, prefill:332 | 2.13% | 8.00% | 2.40% | 8.27% | 1653/1653 (100.0%) |
File Manifest & SHA-256 Digests
| File | Size (Bytes) | SHA-256 |
|---|---|---|
data/fleet_captures.jsonl |
28,608,878 | ee4ae88212784a04852effd5572a0ad21786b7166a17b70a7fcf0029b30208e5 |
data/fleet_captures.jsonl.gz |
3,250,892 | 84e4f96a4f1c3cd27e422394bce1ebb62bcb309c561e6ae07fa5dc89a0167eb7 |
data/zero_shot_l1_l4_cells.jsonl |
5,245,764 | f5368c9bb9e35b2775ce138ec33d88e14f69b306efc84c93610637e7da8ea50f |
data/zero_shot_l1_l4_cells.jsonl.gz |
702,101 | 48ae31ef9a26152f2058391fe719ecb90fd5d239af9bbba036de3eb8f64376f8 |
- Downloads last month
- 84