| { |
| "cases": [ |
| { |
| "name": "ort_hash_ngram3_heads2_fresh_sequence", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/engram_ops_test.cc", |
| "test": "EngramOpsTest.NGramHashMappingInt32", |
| "notes": "hash_ids and present_ids transcribed from the test's own ASSERT_EQ vectors." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { "dtype": "int32", "shape": [1, 4], "data": { "kind": "values", "values": [3, 4, 5, 6] } }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [1, 4, 4], |
| "data": { "kind": "values", "values": [84, 84, 98, 96, 11, 11, 39, 37, 3, 3, 48, 48, 3, 3, 71, 71] } |
| }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [5, 6] } } |
| } |
| }, |
| { |
| "name": "ort_hash_negative_ids_negative_pad", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/engram_ops_test.cc", |
| "test": "EngramOpsTest.NGramHashMappingNegativeIdsInt32", |
| "notes": "The only upstream vector that reaches the negative-remainder correction and the sign path of the wrapping multiply; transcribed from its ASSERT_EQ." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": -4 }, |
| "inputs": { |
| "inputIdsT": { "dtype": "int32", "shape": [1, 4], "data": { "kind": "values", "values": [-5, 7, -3, 2] } }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [1, 4, 4], |
| "data": { "kind": "values", "values": [5, 5, 36, 38, 87, 89, 78, 78, 78, 82, 47, 47, 52, 54, 35, 37] } |
| }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [-3, 2] } } |
| } |
| }, |
| { |
| "name": "ort_chunked_prefill_two_tokens", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/engram_ops_test.cc", |
| "test": "EngramOpsTest.NGramHashMappingChunkedMatchesFullSequenceInt32", |
| "notes": "First chunk of the chained run; its hash ids are the first eight entries of the full-sequence ASSERT_EQ vector." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [3, 4] } }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [1, 2, 4], |
| "data": { "kind": "values", "values": [84, 84, 98, 96, 11, 11, 39, 37] } |
| }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [3, 4] } } |
| } |
| }, |
| { |
| "name": "ort_chunked_decode_third_token", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/engram_ops_test.cc", |
| "test": "EngramOpsTest.NGramHashMappingChunkedMatchesFullSequenceInt32", |
| "notes": "Decode step fed the previous call's present_ids; its hash ids are entries 8..11 of the full-sequence ASSERT_EQ vector." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { "dtype": "int32", "shape": [1, 1], "data": { "kind": "values", "values": [5] } }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } }, |
| "pastIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [3, 4] } } |
| }, |
| "outputs": { |
| "hashIdsT": { "dtype": "int32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [3, 3, 48, 48] } }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [4, 5] } } |
| } |
| }, |
| { |
| "name": "ort_chunked_decode_fourth_token", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/engram_ops_test.cc", |
| "test": "EngramOpsTest.NGramHashMappingChunkedMatchesFullSequenceInt32", |
| "notes": "Last decode step of the chain; its hash ids are entries 12..15 of the full-sequence ASSERT_EQ vector and its present_ids match the full run." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { "dtype": "int32", "shape": [1, 1], "data": { "kind": "values", "values": [6] } }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } }, |
| "pastIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [4, 5] } } |
| }, |
| "outputs": { |
| "hashIdsT": { "dtype": "int32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [3, 3, 71, 71] } }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [5, 6] } } |
| } |
| }, |
| { |
| "name": "ort_empty_sequence_threads_history", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/engram_ops_test.cc", |
| "test": "EngramOpsTest.NGramHashMappingEmptySequenceInt32", |
| "notes": "No new tokens: hash_ids is empty and the window passes through unchanged." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { "dtype": "int32", "shape": [1, 0], "data": { "kind": "values", "values": [] } }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } }, |
| "pastIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [3, 4] } } |
| }, |
| "outputs": { |
| "hashIdsT": { "dtype": "int32", "shape": [1, 0, 4], "data": { "kind": "values", "values": [] } }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [3, 4] } } |
| } |
| }, |
| { |
| "name": "ort_batch3_distinct_rows_with_history", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/engram_ops_test.cc", |
| "test": "EngramOpsTest.NGramHashMappingBatchedInt32", |
| "notes": "The upstream batched geometry and inputs; expected values recomputed from the CPU kernel's algorithm because upstream builds them with its in-file reference rather than an ASSERT_EQ table." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [3, 4], |
| "data": { "kind": "values", "values": [3, 4, 5, 6, 17, 2, 31, 8, 40, 41, 42, 43] } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } }, |
| "pastIdsT": { |
| "dtype": "int32", |
| "shape": [3, 2], |
| "data": { "kind": "values", "values": [1, 2, 19, 23, 29, 37] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [3, 4, 4], |
| "data": { |
| "kind": "values", |
| "values": [59, 59, 42, 42, 11, 11, 41, 41, 3, 3, 48, 48, 3, 3, 71, 71, 97, 91, 104, 102, 1, 100, 11, 5, 32, 26, 3, 1, 55, 47, 61, 53, 89, 89, 8, 0, 62, 44, 18, 10, 78, 60, 50, 44, 9, 92, 1, 104] |
| } |
| }, |
| "presentIdsT": { |
| "dtype": "int32", |
| "shape": [3, 2], |
| "data": { "kind": "values", "values": [5, 6, 31, 8, 42, 43] } |
| } |
| } |
| }, |
| { |
| "name": "non_positive_vocab_size_emits_zero_head", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/engram_ops_test.cc", |
| "test": "EngramOpsTest.NGramHashMappingRejectsNonPositiveVocabSizeInt32", |
| "notes": "Upstream's CPU kernel rejects a non-positive vocabulary size; every GPU implementation guards the division and emits 0 for that head, and only the guarded behaviour is reachable here. Head 2 is the invalid one." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { "dtype": "int32", "shape": [1, 4], "data": { "kind": "values", "values": [3, 4, 5, 6] } }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 0, 109] } } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [1, 4, 4], |
| "data": { "kind": "values", "values": [84, 84, 0, 96, 11, 11, 0, 37, 3, 3, 0, 48, 3, 3, 0, 71] } |
| }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [5, 6] } } |
| } |
| }, |
| { |
| "name": "order3_single_head_fresh_seq7", |
| "provenance": { |
| "notes": "A single head per n-gram order, so two hash ids per position; seven positions leave a tail inside the last tile." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 1, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [1, 7], |
| "data": { "kind": "values", "values": [5, 12, 7, 0, 33, 4, 21] } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [2], "data": { "kind": "values", "values": [1009, 1013] } } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [1, 7, 2], |
| "data": { "kind": "values", "values": [66, 219, 197, 92, 209, 132, 91, 151, 363, 284, 385, 385, 211, 738] } |
| }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [4, 21] } } |
| } |
| }, |
| { |
| "name": "order3_single_head_past_seq5", |
| "provenance": { |
| "notes": "One head per order with a carry state and two batch rows, including a negative history id and a negative pad." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 1, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [2, 5], |
| "data": { "kind": "values", "values": [5, 12, 7, 0, 33, 9, 9, 8, 1, 2] } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [17, 19, 23] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [2], "data": { "kind": "values", "values": [1009, 1013] } }, |
| "pastIdsT": { "dtype": "int32", "shape": [2, 2], "data": { "kind": "values", "values": [3, 71, -6, 5] } } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [2, 5, 2], |
| "data": { |
| "kind": "values", |
| "values": [287, 352, 147, 765, 147, 224, 133, 401, 561, 656, 198, 933, 50, 65, 35, 236, 137, 70, 49, 137] |
| } |
| }, |
| "presentIdsT": { "dtype": "int32", "shape": [2, 2], "data": { "kind": "values", "values": [0, 33, 1, 2] } } |
| } |
| }, |
| { |
| "name": "order4_heads4_batch2_seq5_past", |
| "provenance": { |
| "notes": "A wider Engram configuration: three n-gram orders times four heads is twelve hash ids per position." |
| }, |
| "attrs": { "max_ngram_size": 4, "n_head_per_ngram": 4, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [2, 5], |
| "data": { "kind": "values", "values": [3, 4, 5, 6, 7, 101, -102, 103, -104, 105] } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [11, 13, 17, 19] } }, |
| "vocabSizesT": { |
| "dtype": "int32", |
| "shape": [12], |
| "data": { "kind": "values", "values": [101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157] } |
| }, |
| "pastIdsT": { |
| "dtype": "int32", |
| "shape": [2, 3], |
| "data": { "kind": "values", "values": [1, 2, 3, -11, 12, -13] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [2, 5, 12], |
| "data": { |
| "kind": "values", |
| "values": [6, 6, 6, 6, 36, 36, 36, 36, 55, 55, 55, 55, 11, 11, 11, 11, 56, 56, 56, 56, 30, 30, 30, 30, 3, 3, 3, 3, 48, 48, 48, 48, 9, 9, 9, 9, 3, 3, 3, 3, 71, 71, 71, 71, 126, 126, 126, 126, 3, 3, 3, 3, 86, 86, 86, 86, 26, 26, 26, 26, 33, 59, 4, 28, 54, 67, 103, 20, 0, 59, 43, 152, 83, 91, 0, 6, 73, 31, 19, 1, 98, 78, 74, 62, 83, 91, 0, 6, 109, 121, 58, 17, 127, 7, 134, 68, 71, 79, 95, 103, 8, 24, 95, 11, 107, 97, 95, 89, 52, 62, 82, 92, 109, 93, 22, 106, 130, 130, 130, 130] |
| } |
| }, |
| "presentIdsT": { |
| "dtype": "int32", |
| "shape": [2, 3], |
| "data": { "kind": "values", "values": [5, 6, 7, 103, -104, 105] } |
| } |
| } |
| }, |
| { |
| "name": "order4_heads4_call_shorter_than_window", |
| "provenance": { |
| "notes": "Two new tokens against a three-slot window, so one present slot still comes from past_ids and the deepest shift reads history for both positions." |
| }, |
| "attrs": { "max_ngram_size": 4, "n_head_per_ngram": 4, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { "dtype": "int32", "shape": [2, 2], "data": { "kind": "values", "values": [7, 8, -9, 10] } }, |
| "multipliersT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [11, 13, 17, 19] } }, |
| "vocabSizesT": { |
| "dtype": "int32", |
| "shape": [12], |
| "data": { "kind": "values", "values": [101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157] } |
| }, |
| "pastIdsT": { |
| "dtype": "int32", |
| "shape": [2, 3], |
| "data": { "kind": "values", "values": [1, 2, 3, -11, 12, -13] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [2, 2, 12], |
| "data": { |
| "kind": "values", |
| "values": [5, 3, 106, 106, 72, 72, 72, 72, 91, 91, 91, 91, 3, 3, 3, 3, 48, 48, 48, 48, 22, 22, 22, 22, 0, 99, 95, 93, 6, 6, 6, 6, 63, 83, 87, 99, 74, 76, 80, 82, 85, 71, 67, 61, 34, 34, 34, 34] |
| } |
| }, |
| "presentIdsT": { |
| "dtype": "int32", |
| "shape": [2, 3], |
| "data": { "kind": "values", "values": [3, 7, 8, -13, -9, 10] } |
| } |
| } |
| }, |
| { |
| "name": "order2_single_head_fresh_seq5", |
| "provenance": { "notes": "The smallest legal configuration: one n-gram order, one head, a one-slot window." }, |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 1, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { "dtype": "int32", "shape": [1, 5], "data": { "kind": "values", "values": [6, 13, 2, 40, 9] } }, |
| "multipliersT": { "dtype": "int32", "shape": [2], "data": { "kind": "values", "values": [11, 13] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [1], "data": { "kind": "values", "values": [1009] } } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [1, 5, 1], |
| "data": { "kind": "values", "values": [55, 193, 191, 418, 619] } |
| }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 1], "data": { "kind": "values", "values": [9] } } |
| } |
| }, |
| { |
| "name": "order4_single_head_batch2_seq6_past", |
| "provenance": { |
| "notes": "One head across four n-gram orders, so three hash ids per position over two batch rows." |
| }, |
| "attrs": { "max_ngram_size": 4, "n_head_per_ngram": 1, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [2, 6], |
| "data": { "kind": "values", "values": [3, 4, 5, 6, 7, 8, 40, -41, 42, -43, 44, -45] } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [11, 13, 17, 19] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [1009, 1013, 1019] } }, |
| "pastIdsT": { "dtype": "int32", "shape": [2, 3], "data": { "kind": "values", "values": [1, 2, 3, 29, 37, 41] } } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [2, 6, 3], |
| "data": { |
| "kind": "values", |
| "values": [6, 36, 55, 11, 56, 30, 3, 48, 9, 3, 71, 126, 3, 86, 26, 3, 101, 58, 941, 472, 4, 38, 641, 46, 22, 642, 385, 999, 322, 954, 38, 756, 522, 30, 264, 534] |
| } |
| }, |
| "presentIdsT": { |
| "dtype": "int32", |
| "shape": [2, 3], |
| "data": { "kind": "values", "values": [6, 7, 8, -43, 44, -45] } |
| } |
| } |
| }, |
| { |
| "name": "wrapping_products_large_multipliers", |
| "provenance": { |
| "notes": "Every product here overflows 32 bits, so the two's-complement wrap is what produces these values; an int64 run of the same inputs would wrap at 64 bits and disagree." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 1999999997 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [1, 5], |
| "data": { "kind": "values", "values": [2000000000, 1999999999, -2000000000, 3, -7] } |
| }, |
| "multipliersT": { |
| "dtype": "int32", |
| "shape": [3], |
| "data": { "kind": "values", "values": [1234567891, 987654323, 2000000011] } |
| }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [1, 5, 4], |
| "data": { |
| "kind": "values", |
| "values": [63, 22, 15, 70, 24, 95, 54, 66, 35, 32, 90, 49, 25, 99, 17, 1, 30, 49, 101, 4] |
| } |
| }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [3, -7] } } |
| } |
| }, |
| { |
| "name": "integer_extreme_ids_and_multipliers", |
| "provenance": { |
| "notes": "The int32 boundary values as ids, multipliers, history and pad, where the wrapping multiply and the negative-remainder correction meet." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": -2147483648 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [1, 4], |
| "data": { "kind": "values", "values": [-2147483648, 2147483647, 0, -1] } |
| }, |
| "multipliersT": { |
| "dtype": "int32", |
| "shape": [3], |
| "data": { "kind": "values", "values": [2147483647, -2147483648, 3] } |
| }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } }, |
| "pastIdsT": { |
| "dtype": "int32", |
| "shape": [1, 2], |
| "data": { "kind": "values", "values": [-2147483648, 2147483647] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { |
| "dtype": "int32", |
| "shape": [1, 4, 4], |
| "data": { "kind": "values", "values": [0, 0, 39, 17, 1, 1, 64, 88, 67, 20, 0, 0, 68, 21, 103, 105] } |
| }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2], "data": { "kind": "values", "values": [0, -1] } } |
| } |
| }, |
| { |
| "name": "tile_boundary_seq1027_fresh", |
| "provenance": { |
| "notes": "1027 positions spill past the first workgroup tile and leave a partial tile, over ids that sweep through negative and positive values so the remainder correction runs at scale." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [1, 1027], |
| "data": { "kind": "linspace", "start": -5000, "end": 5000 } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } } |
| }, |
| "outputs": { |
| "hashIdsT": { "dtype": "int32", "shape": [1, 1027, 4] }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2] } |
| } |
| }, |
| { |
| "name": "tile_boundary_batch4_seq600_past", |
| "provenance": { |
| "notes": "Four batch rows of 600 positions: one workgroup row per batch row, several span tiles each, with a carry state per row." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [4, 600], |
| "data": { "kind": "linspace", "start": -5000, "end": 5000 } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } }, |
| "pastIdsT": { "dtype": "int32", "shape": [4, 2], "data": { "kind": "linspace", "start": -19, "end": 23 } } |
| }, |
| "outputs": { |
| "hashIdsT": { "dtype": "int32", "shape": [4, 600, 4] }, |
| "presentIdsT": { "dtype": "int32", "shape": [4, 2] } |
| } |
| }, |
| { |
| "name": "single_slot_per_lane_seq513_past", |
| "provenance": { |
| "notes": "One span slot per invocation and a 64-invocation workgroup, so the tile walk runs with the smallest rendered tile and every tile boundary is crossed." |
| }, |
| "tunables": { "WORKGROUP_SIZE": 64, "ITEMS_PER_LANE": 1 }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 1, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [2, 513], |
| "data": { "kind": "linspace", "start": -5000, "end": 5000 } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [17, 19, 23] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [2], "data": { "kind": "values", "values": [1009, 1013] } }, |
| "pastIdsT": { "dtype": "int32", "shape": [2, 2], "data": { "kind": "linspace", "start": -19, "end": 23 } } |
| }, |
| "outputs": { |
| "hashIdsT": { "dtype": "int32", "shape": [2, 513, 2] }, |
| "presentIdsT": { "dtype": "int32", "shape": [2, 2] } |
| } |
| }, |
| { |
| "name": "interior_tile_fresh_seq2500", |
| "provenance": { |
| "notes": "2500 positions at the default tile width, so the middle tile is wholly interior: every slot in it hashes a token whose window lies inside the sequence, and the leading and trailing tiles are not." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [1, 2500], |
| "data": { "kind": "linspace", "start": -5000, "end": 5000 } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } } |
| }, |
| "outputs": { |
| "hashIdsT": { "dtype": "int32", "shape": [1, 2500, 4] }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2] } |
| } |
| }, |
| { |
| "name": "interior_tile_past_batch2_seq2200", |
| "provenance": { |
| "notes": "Two batch rows of 2,200 positions with carry state check history-dependent output across a long sequence." |
| }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 2, "pad_id": 9 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [2, 2200], |
| "data": { "kind": "linspace", "start": -5000, "end": 5000 } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [11, 13, 17] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [4], "data": { "kind": "values", "values": [101, 103, 107, 109] } }, |
| "pastIdsT": { "dtype": "int32", "shape": [2, 2], "data": { "kind": "linspace", "start": -19, "end": 23 } } |
| }, |
| "outputs": { |
| "hashIdsT": { "dtype": "int32", "shape": [2, 2200, 4] }, |
| "presentIdsT": { "dtype": "int32", "shape": [2, 2] } |
| } |
| }, |
| { |
| "name": "interior_tile_fresh_seq300", |
| "provenance": { |
| "notes": "A 64-slot tile, so an interior tile occurs well before the end of a 300-position sequence." |
| }, |
| "tunables": { "WORKGROUP_SIZE": 64, "ITEMS_PER_LANE": 1 }, |
| "attrs": { "max_ngram_size": 3, "n_head_per_ngram": 1, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "dtype": "int32", |
| "shape": [1, 300], |
| "data": { "kind": "linspace", "start": -5000, "end": 5000 } |
| }, |
| "multipliersT": { "dtype": "int32", "shape": [3], "data": { "kind": "values", "values": [17, 19, 23] } }, |
| "vocabSizesT": { "dtype": "int32", "shape": [2], "data": { "kind": "values", "values": [1009, 1013] } } |
| }, |
| "outputs": { |
| "hashIdsT": { "dtype": "int32", "shape": [1, 300, 2] }, |
| "presentIdsT": { "dtype": "int32", "shape": [1, 2] } |
| } |
| }, |
| { |
| "name": "extremes-b3-s0-n2-p64-fresh", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 0], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| }, |
| "multipliersT": { "shape": [2], "dtype": "int32", "data": { "kind": "cycle", "values": [1] } }, |
| "vocabSizesT": { "shape": [64], "dtype": "int32", "data": { "kind": "cycle", "values": [1] } } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 0, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s1-n2-p64-fresh", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 1], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 1, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s255-n2-p64-fresh", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 255], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 255, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s256-n2-p64-fresh", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 256], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217, 17] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 256, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s1023-n2-p64-fresh", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 1023], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 1023, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s1024-n2-p64-fresh", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 1024], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217, 17] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 1024, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s1025-n2-p64-fresh", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 1025], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 1025, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s0-n2-p64-past", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 0], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| }, |
| "pastIdsT": { |
| "shape": [3, 1], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 0, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s1-n2-p64-past", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 1], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| }, |
| "pastIdsT": { |
| "shape": [3, 1], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 1, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s255-n2-p64-past", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 255], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| }, |
| "pastIdsT": { |
| "shape": [3, 1], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 255, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s256-n2-p64-past", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 256], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217, 17] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [-1, 1, -1, 2147483647, -2147483648, 0, 3, -2, 65537] } |
| }, |
| "vocabSizesT": { |
| "shape": [64], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [1, 2, 3, 7, 65537, 2147483647, 0, -1, -2147483648] } |
| }, |
| "pastIdsT": { |
| "shape": [3, 1], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| } |
| }, |
| "outputs": { |
| "hashIdsT": { "shape": [3, 256, 64], "dtype": "int32", "tolerance": 0, "relTolerance": 0 }, |
| "presentIdsT": { "shape": [3, 1], "dtype": "int32", "tolerance": 0, "relTolerance": 0 } |
| } |
| }, |
| { |
| "name": "extremes-b3-s1023-n2-p64-past", |
| "attrs": { "max_ngram_size": 2, "n_head_per_ngram": 64, "pad_id": -7 }, |
| "inputs": { |
| "inputIdsT": { |
| "shape": [3, 1023], |
| "dtype": "int32", |
| "data": { "kind": "cycle", "values": [0, 1, -1, 2147483647, -2147483648, 65537, -65537, 16777217] } |
| }, |
| "multipliersT": { |
| "shape": [2], |
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|
|
